Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010020

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.262

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960003970

distance 0.262 · cross-district

#2 · Sataracell 4940003596

distance 0.265 · cross-district

#3 · Punecell 4900000473

distance 0.269

#4 · Solapurcell 4960010659

distance 0.276 · cross-district

#5 · Kolhapurcell 4800004967

distance 0.276 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001613

distance 0.277 · cross-district

#7 · Ahmednagarcell 4660000187

distance 0.284 · cross-district

#8 · Nashikcell 4870010328

distance 0.284 · cross-district

#9 · Sataracell 4940007618

distance 0.286 · cross-district

#10 · Sataracell 4940005576

distance 0.29 · cross-district

#11 · Jalgaoncell 4780006686

distance 0.293 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690004793

distance 0.298 · cross-district

#13 · Ahmednagarcell 4660000308

distance 0.299 · cross-district

#14 · Kolhapurcell 4800001669

distance 0.299 · cross-district

#15 · Punecell 4900006178

distance 0.303

#16 · Solapurcell 4960002982

distance 0.303 · cross-district

#17 · Dharashivcell 4880001158

distance 0.312 · cross-district

#18 · Punecell 4900005257

distance 0.313

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":4900010020}}}'

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.