Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004435

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

0.91

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 4900003191

distance 0.301

#2 · Nashikcell 4870006897

distance 0.315 · cross-district

#3 · Sataracell 4940008194

distance 0.341 · cross-district

#4 · Nashikcell 4870004690

distance 0.343 · cross-district

#5 · Sataracell 4940004649

distance 0.368 · cross-district

#6 · Nashikcell 4870005556

distance 0.373 · cross-district

#7 · Nashikcell 4870001868

distance 0.377 · cross-district

#8 · Nashikcell 4870007045

distance 0.378 · cross-district

#9 · Nashikcell 4870006590

distance 0.383 · cross-district

#10 · Solapurcell 4960008139

distance 0.385 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690005191

distance 0.389 · cross-district

#12 · Nashikcell 4870006442

distance 0.39 · cross-district

#13 · Nashikcell 4870008929

distance 0.391 · cross-district

#14 · Nashikcell 4870001387

distance 0.395 · cross-district

#15 · Ahmednagarcell 4660013125

distance 0.395 · cross-district

#16 · Nashikcell 4870007904

distance 0.396 · cross-district

#17 · Sataracell 4940008099

distance 0.396 · cross-district

#18 · Nashikcell 4870006749

distance 0.402 · 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":4900004435}}}'

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.