Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007151

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006535

distance 0.094

#2 · Punecell 4900006302

distance 0.205

#3 · Punecell 4900004172

distance 0.211

#4 · Punecell 4900002346

distance 0.213

#5 · Solapurcell 4960011994

distance 0.215 · cross-district

#6 · Punecell 4900003752

distance 0.219

#7 · Solapurcell 4960012060

distance 0.22 · cross-district

#8 · Jalgaoncell 4780008375

distance 0.22 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000349

distance 0.223 · cross-district

#10 · Punecell 4900002177

distance 0.223

#11 · Jalgaoncell 4780002481

distance 0.224 · cross-district

#12 · Ahmednagarcell 4660003715

distance 0.225 · cross-district

#13 · Jalgaoncell 4780008696

distance 0.226 · cross-district

#14 · Punecell 4900007510

distance 0.227

#15 · Jalnacell 4790000376

distance 0.228 · cross-district

#16 · Ahmednagarcell 4660000725

distance 0.228 · cross-district

#17 · Punecell 4900002179

distance 0.228

#18 · Jalgaoncell 4780003495

distance 0.229 · 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":4900007151}}}'

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.