Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003483

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

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002777

distance 0.113

#2 · Punecell 4900002646

distance 0.143

#3 · Punecell 4900002802

distance 0.166

#4 · Punecell 4900002803

distance 0.17

#5 · Punecell 4900002324

distance 0.178

#6 · Punecell 4900002337

distance 0.184

#7 · Punecell 4900003619

distance 0.184

#8 · Punecell 4900004049

distance 0.184

#9 · Punecell 4900001561

distance 0.186

#10 · Solapurcell 4960009172

distance 0.191 · cross-district

#11 · Punecell 4900005538

distance 0.192

#12 · Punecell 4900006047

distance 0.194

#13 · Punecell 4900002454

distance 0.195

#14 · Punecell 4900002475

distance 0.201

#15 · Sataracell 4940008620

distance 0.208 · cross-district

#16 · Kolhapurcell 4800003972

distance 0.209 · cross-district

#17 · Punecell 4900001842

distance 0.211

#18 · Sataracell 4940008218

distance 0.212 · 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":4900003483}}}'

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.