Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005262

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002789

distance 0.176 · cross-district

#2 · Sanglicell 4930006784

distance 0.18 · cross-district

#3 · Jalgaoncell 4780001865

distance 0.187 · cross-district

#4 · Punecell 4900006782

distance 0.192

#5 · Sanglicell 4930007189

distance 0.193 · cross-district

#6 · Jalgaoncell 4780001968

distance 0.195 · cross-district

#7 · Jalgaoncell 4780003528

distance 0.195 · cross-district

#8 · Sanglicell 4930006785

distance 0.197 · cross-district

#9 · Jalgaoncell 4780001970

distance 0.197 · cross-district

#10 · Jalgaoncell 4780003421

distance 0.198 · cross-district

#11 · Jalgaoncell 4780004258

distance 0.198 · cross-district

#12 · Punecell 4900004841

distance 0.199

#13 · Jalgaoncell 4780002497

distance 0.199 · cross-district

#14 · Jalgaoncell 4780004143

distance 0.199 · cross-district

#15 · Jalgaoncell 4780002074

distance 0.2 · cross-district

#16 · Beedcell 4700006220

distance 0.201 · cross-district

#17 · Jalgaoncell 4780002075

distance 0.202 · cross-district

#18 · Beedcell 4700006758

distance 0.203 · 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":4900005262}}}'

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.