Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002731

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002736

distance 0.187

#2 · Sataracell 4940008077

distance 0.272 · cross-district

#3 · Sataracell 4940008566

distance 0.273 · cross-district

#4 · Nashikcell 4870000150

distance 0.277 · cross-district

#5 · Ahmednagarcell 4660005649

distance 0.297 · cross-district

#6 · Sataracell 4940002683

distance 0.304 · cross-district

#7 · Punecell 4900012916

distance 0.31

#8 · Sataracell 4940007466

distance 0.312 · cross-district

#9 · Ahmednagarcell 4660006713

distance 0.312 · cross-district

#10 · Punecell 4900001969

distance 0.316

#11 · Ahmednagarcell 4660006761

distance 0.319 · cross-district

#12 · Nashikcell 4870000250

distance 0.32 · cross-district

#13 · Punecell 4900001541

distance 0.323

#14 · Punecell 4900005494

distance 0.323

#15 · Nashikcell 4870006584

distance 0.333 · cross-district

#16 · Ahmednagarcell 4660011014

distance 0.342 · cross-district

#17 · Punecell 4900012963

distance 0.343

#18 · Sataracell 4940003468

distance 0.345 · 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":4900002731}}}'

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.