Triple

T16831152
Position Surface form Disambiguated ID Type / Status
Subject BID Needham E409150 entity
Predicate shortName P43 FINISHED
Object BID–Needham
BID–Needham is a community hospital in Needham, Massachusetts, affiliated with the Beth Israel Deaconess Medical Center network.
E1235593 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: BID–Needham | Statement: [BID Needham, shortName, BID–Needham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BID–Needham
Context triple: [BID Needham, shortName, BID–Needham]
  • A. Diffie–Hellman key exchange
    Diffie–Hellman key exchange is a foundational cryptographic protocol that enables two parties to securely establish a shared secret over an insecure communication channel.
  • B. SIGMA key exchange protocol
    The SIGMA key exchange protocol is a cryptographic protocol designed to provide secure authenticated key exchange with strong security guarantees and has been widely used as the basis for protocols like IKE in IPsec.
  • C. Simultaneous Authentication of Equals
    Simultaneous Authentication of Equals is a secure password-based key exchange protocol that protects Wi‑Fi connections from offline dictionary attacks and improves authentication robustness.
  • D. The Sigma Protocol
    The Sigma Protocol is a posthumously published thriller novel by Robert Ludlum that follows a man uncovering a vast global conspiracy tied to secret financial and political powers.
  • E. SIGMA: the SIGn‑and‑MAc approach to authenticated Diffie‑Hellman
    "SIGMA: the SIGn‑and‑MAc approach to authenticated Diffie‑Hellman" is a foundational cryptographic protocol framework that securely combines digital signatures and message authentication codes to provide authenticated key exchange in Diffie‑Hellman–based systems and underlies the design of several widely used Internet security protocols.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: BID–Needham
Triple: [BID Needham, shortName, BID–Needham]
Generated description
BID–Needham is a community hospital in Needham, Massachusetts, affiliated with the Beth Israel Deaconess Medical Center network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BID–Needham
Target entity description: BID–Needham is a community hospital in Needham, Massachusetts, affiliated with the Beth Israel Deaconess Medical Center network.
  • A. Diffie–Hellman key exchange
    Diffie–Hellman key exchange is a foundational cryptographic protocol that enables two parties to securely establish a shared secret over an insecure communication channel.
  • B. SIGMA key exchange protocol
    The SIGMA key exchange protocol is a cryptographic protocol designed to provide secure authenticated key exchange with strong security guarantees and has been widely used as the basis for protocols like IKE in IPsec.
  • C. Simultaneous Authentication of Equals
    Simultaneous Authentication of Equals is a secure password-based key exchange protocol that protects Wi‑Fi connections from offline dictionary attacks and improves authentication robustness.
  • D. The Sigma Protocol
    The Sigma Protocol is a posthumously published thriller novel by Robert Ludlum that follows a man uncovering a vast global conspiracy tied to secret financial and political powers.
  • E. SIGMA: the SIGn‑and‑MAc approach to authenticated Diffie‑Hellman
    "SIGMA: the SIGn‑and‑MAc approach to authenticated Diffie‑Hellman" is a foundational cryptographic protocol framework that securely combines digital signatures and message authentication codes to provide authenticated key exchange in Diffie‑Hellman–based systems and underlies the design of several widely used Internet security protocols.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b317af8c8190a09cb6d60d28e342 completed April 18, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b2a2a5348190b14af8ab88a281b7 completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b475236c8190a345b4c8d3c6cfcf completed May 10, 2026, 4:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00b6dfbf448190b41bb7d103ddfc0a completed May 10, 2026, 4:48 p.m.
Created at: April 10, 2026, 5:23 a.m.