Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005129

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.301

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003352

distance 0.301

#2 · Buldhanacell 4720002792

distance 0.345 · cross-district

#3 · Sanglicell 4930005437

distance 0.345 · cross-district

#4 · Punecell 4900005260

distance 0.352

#5 · Sanglicell 4930006951

distance 0.353 · cross-district

#6 · Dharashivcell 4880003473

distance 0.377 · cross-district

#7 · Ahmednagarcell 4660004041

distance 0.377 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002168

distance 0.379 · cross-district

#9 · Ahmednagarcell 4660007803

distance 0.381 · cross-district

#10 · Solapurcell 4960005517

distance 0.388 · cross-district

#11 · Ahmednagarcell 4660001158

distance 0.389 · cross-district

#12 · Punecell 4900002174

distance 0.391

#13 · Punecell 4900006284

distance 0.399

#14 · Ahmednagarcell 4660012308

distance 0.403 · cross-district

#15 · Solapurcell 4960011096

distance 0.406 · cross-district

#16 · Solapurcell 4960003461

distance 0.406 · cross-district

#17 · Solapurcell 4960010212

distance 0.407 · cross-district

#18 · Punecell 4900001013

distance 0.411

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":4900005129}}}'

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.