Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011814

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011550

distance 0.174

#2 · Punecell 4900010548

distance 0.181

#3 · Ahmednagarcell 4660003671

distance 0.181 · cross-district

#4 · Punecell 4900010639

distance 0.181

#5 · Ahmednagarcell 4660004460

distance 0.182 · cross-district

#6 · Punecell 4900011616

distance 0.184

#7 · Punecell 4900010895

distance 0.192

#8 · Punecell 4900011619

distance 0.194

#9 · Punecell 4900009184

distance 0.197

#10 · Punecell 4900011285

distance 0.205

#11 · Ahmednagarcell 4660005197

distance 0.221 · cross-district

#12 · Ahmednagarcell 4660004810

distance 0.222 · cross-district

#13 · Ahmednagarcell 4660004085

distance 0.222 · cross-district

#14 · Punecell 4900006500

distance 0.223

#15 · Punecell 4900005089

distance 0.227

#16 · Ahmednagarcell 4660003605

distance 0.228 · cross-district

#17 · Punecell 4900008178

distance 0.229

#18 · Ahmednagarcell 4660003724

distance 0.231 · 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":4900011814}}}'

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.