Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013148

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.392

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870006542

distance 0.392 · cross-district

#2 · Punecell 4900013230

distance 0.404

#3 · Ahmednagarcell 4660011147

distance 0.426 · cross-district

#4 · Nashikcell 4870004628

distance 0.428 · cross-district

#5 · Sataracell 4940007951

distance 0.44 · cross-district

#6 · Sataracell 4940007308

distance 0.449 · cross-district

#7 · Sataracell 4940004813

distance 0.451 · cross-district

#8 · Solapurcell 4960010696

distance 0.451 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002822

distance 0.454 · cross-district

#10 · Sataracell 4940007848

distance 0.457 · cross-district

#11 · Jalnacell 4790004116

distance 0.458 · cross-district

#12 · Punecell 4900002998

distance 0.459

#13 · Sataracell 4940007847

distance 0.462 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002096

distance 0.462 · cross-district

#15 · Sataracell 4940004220

distance 0.468 · cross-district

#16 · Punecell 4900012880

distance 0.469

#17 · Jalnacell 4790002172

distance 0.472 · cross-district

#18 · Sataracell 4940007205

distance 0.474 · 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":4900013148}}}'

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.