Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007097

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.457

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007098

distance 0.457

#2 · Punecell 4900008172

distance 0.495

#3 · Nashikcell 4870003366

distance 0.551 · cross-district

#4 · Nashikcell 4870003224

distance 0.576 · cross-district

#5 · Punecell 4900008510

distance 0.604

#6 · Punecell 4900007821

distance 0.608

#7 · Punecell 4900004245

distance 0.614

#8 · Punecell 4900008485

distance 0.618

#9 · Punecell 4900009050

distance 0.619

#10 · Nashikcell 4870001560

distance 0.624 · cross-district

#11 · Nashikcell 4870003101

distance 0.631 · cross-district

#12 · Punecell 4900008262

distance 0.637

#13 · Punecell 4900007577

distance 0.638

#14 · Punecell 4900009267

distance 0.642

#15 · Punecell 4900007470

distance 0.644

#16 · Punecell 4900006001

distance 0.645

#17 · Ahmednagarcell 4660005238

distance 0.647 · cross-district

#18 · Punecell 4900005330

distance 0.657

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":4900007097}}}'

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.