Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013383

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.331

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870000324

distance 0.331 · cross-district

#2 · Nashikcell 4870002494

distance 0.349 · cross-district

#3 · Sataracell 4940005342

distance 0.35 · cross-district

#4 · Parbhanicell 4890003173

distance 0.413 · cross-district

#5 · Nashikcell 4870003792

distance 0.42 · cross-district

#6 · Ahmednagarcell 4660005930

distance 0.42 · cross-district

#7 · Nashikcell 4870000387

distance 0.427 · cross-district

#8 · Jalnacell 4790000847

distance 0.432 · cross-district

#9 · Nashikcell 4870002266

distance 0.433 · cross-district

#10 · Ahmednagarcell 4660009831

distance 0.437 · cross-district

#11 · Nashikcell 4870003647

distance 0.438 · cross-district

#12 · Nashikcell 4870002705

distance 0.442 · cross-district

#13 · Sataracell 4940004110

distance 0.446 · cross-district

#14 · Punecell 4900013206

distance 0.449

#15 · Ahmednagarcell 4660010653

distance 0.449 · cross-district

#16 · Nashikcell 4870003499

distance 0.449 · cross-district

#17 · Nashikcell 4870000984

distance 0.45 · cross-district

#18 · Nashikcell 4870000447

distance 0.451 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900013383}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.