Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000880

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

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940006920

distance 0.283 · cross-district

#2 · Sataracell 4940004845

distance 0.307 · cross-district

#3 · Kolhapurcell 4800004889

distance 0.308 · cross-district

#4 · Kolhapurcell 4800004526

distance 0.316 · cross-district

#5 · Punecell 4900001222

distance 0.326

#6 · Nashikcell 4870011306

distance 0.351 · cross-district

#7 · Solapurcell 4960009486

distance 0.352 · cross-district

#8 · Punecell 4900001055

distance 0.359

#9 · Punecell 4900005389

distance 0.361

#10 · Kolhapurcell 4800004871

distance 0.366 · cross-district

#11 · Punecell 4900001437

distance 0.367

#12 · Nashikcell 4870003923

distance 0.368 · cross-district

#13 · Kolhapurcell 4800004199

distance 0.368 · cross-district

#14 · Ahmednagarcell 4660000787

distance 0.373 · cross-district

#15 · Nashikcell 4870002844

distance 0.378 · cross-district

#16 · Sataracell 4940007760

distance 0.384 · cross-district

#17 · Punecell 4900012218

distance 0.389

#18 · Nashikcell 4870002164

distance 0.39 · 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":4900000880}}}'

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.