Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006323

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006441

distance 0.16

#2 · Punecell 4900007653

distance 0.191

#3 · Punecell 4900004604

distance 0.226

#4 · Raigadcell 4910001192

distance 0.257 · cross-district

#5 · Raigadcell 4910001264

distance 0.258 · cross-district

#6 · Punecell 4900007545

distance 0.258

#7 · Raigadcell 4910001183

distance 0.263 · cross-district

#8 · Raigadcell 4910001141

distance 0.265 · cross-district

#9 · Punecell 4900004472

distance 0.271

#10 · Raigadcell 4910001501

distance 0.274 · cross-district

#11 · Punecell 4900004476

distance 0.285

#12 · Punecell 4900003923

distance 0.287

#13 · Raigadcell 4910001317

distance 0.29 · cross-district

#14 · Raigadcell 4910001188

distance 0.292 · cross-district

#15 · Raigadcell 4910001257

distance 0.294 · cross-district

#16 · Punecell 4900006443

distance 0.298

#17 · Raigadcell 4910001863

distance 0.299 · cross-district

#18 · Punecell 4900004890

distance 0.299

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":4900006323}}}'

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.