Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002048

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001886

distance 0.138

#2 · Punecell 4900004862

distance 0.14

#3 · Punecell 4900002186

distance 0.155

#4 · Punecell 4900004735

distance 0.164

#5 · Solapurcell 4960006774

distance 0.169 · cross-district

#6 · Punecell 4900004595

distance 0.17

#7 · Punecell 4900002201

distance 0.172

#8 · Punecell 4900001480

distance 0.174

#9 · Chhatrapati Sambhajinagarcell 4690002340

distance 0.178 · cross-district

#10 · Punecell 4900001610

distance 0.179

#11 · Chhatrapati Sambhajinagarcell 4690003871

distance 0.18 · cross-district

#12 · Punecell 4900000520

distance 0.181

#13 · Solapurcell 4960011728

distance 0.182 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001496

distance 0.184 · cross-district

#15 · Solapurcell 4960011816

distance 0.186 · cross-district

#16 · Punecell 4900002196

distance 0.187

#17 · Ahmednagarcell 4660000264

distance 0.187 · cross-district

#18 · Ahmednagarcell 4660001976

distance 0.191 · 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":4900002048}}}'

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.