Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012736

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.279

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012529

distance 0.279

#2 · Punecell 4900012389

distance 0.29

#3 · Punecell 4900012388

distance 0.3

#4 · Punecell 4900012601

distance 0.305

#5 · Punecell 4900000652

distance 0.31

#6 · Punecell 4900000461

distance 0.321

#7 · Punecell 4900012527

distance 0.322

#8 · Punecell 4900012458

distance 0.324

#9 · Nashikcell 4870000027

distance 0.343 · cross-district

#10 · Punecell 4900013020

distance 0.344

#11 · Thanecell 4970001011

distance 0.346 · cross-district

#12 · Thanecell 4970001941

distance 0.347 · cross-district

#13 · Punecell 4900013115

distance 0.353

#14 · Thanecell 4970001768

distance 0.354 · cross-district

#15 · Thanecell 4970001771

distance 0.355 · cross-district

#16 · Gondiacell 4760001916

distance 0.36 · cross-district

#17 · Thanecell 4970001525

distance 0.362 · cross-district

#18 · Nashikcell 4870007138

distance 0.362 · 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":4900012736}}}'

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.