Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012634

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.37

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000101

distance 0.37

#2 · Nashikcell 4870000375

distance 0.383 · cross-district

#3 · Sataracell 4940004260

distance 0.415 · cross-district

#4 · Sataracell 4940008401

distance 0.418 · cross-district

#5 · Punecell 4900001313

distance 0.419

#6 · Nashikcell 4870012646

distance 0.426 · cross-district

#7 · Ahmednagarcell 4660009839

distance 0.431 · cross-district

#8 · Punecell 4900012703

distance 0.433

#9 · Punecell 4900001302

distance 0.439

#10 · Nashikcell 4870001473

distance 0.445 · cross-district

#11 · Sataracell 4940008308

distance 0.449 · cross-district

#12 · Punecell 4900008509

distance 0.454

#13 · Punecell 4900000888

distance 0.458

#14 · Nashikcell 4870003173

distance 0.463 · cross-district

#15 · Punecell 4900000800

distance 0.464

#16 · Nashikcell 4870004111

distance 0.471 · cross-district

#17 · Kolhapurcell 4800004699

distance 0.478 · cross-district

#18 · Nashikcell 4870001340

distance 0.482 · 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":4900012634}}}'

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.