Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012972

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

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000642

distance 0.249

#2 · Sataracell 4940008349

distance 0.332 · cross-district

#3 · Thanecell 4970001104

distance 0.386 · cross-district

#4 · Solapurcell 4960011229

distance 0.412 · cross-district

#5 · Punecell 4900000643

distance 0.413

#6 · Solapurcell 4960012088

distance 0.426 · cross-district

#7 · Punecell 4900012318

distance 0.429

#8 · Nashikcell 4870003665

distance 0.435 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690006777

distance 0.437 · cross-district

#10 · Punecell 4900000873

distance 0.439

#11 · Chhatrapati Sambhajinagarcell 4690006547

distance 0.443 · cross-district

#12 · Nashikcell 4870003773

distance 0.444 · cross-district

#13 · Punecell 4900013228

distance 0.447

#14 · Solapurcell 4960011682

distance 0.449 · cross-district

#15 · Nashikcell 4870003664

distance 0.452 · cross-district

#16 · Punecell 4900003278

distance 0.453

#17 · Chhatrapati Sambhajinagarcell 4690006228

distance 0.454 · cross-district

#18 · Solapurcell 4960003395

distance 0.458 · 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":4900012972}}}'

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.