Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007035

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 3 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007157

distance 0.235

#2 · Punecell 4900007281

distance 0.262

#3 · Kolhapurcell 4800000178

distance 0.277 · cross-district

#4 · Raigadcell 4910003477

distance 0.299 · cross-district

#5 · Punecell 4900007033

distance 0.304

#6 · Raigadcell 4910002610

distance 0.307 · cross-district

#7 · Raigadcell 4910003058

distance 0.321 · cross-district

#8 · Raigadcell 4910003277

distance 0.327 · cross-district

#9 · Raigadcell 4910003036

distance 0.329 · cross-district

#10 · Raigadcell 4910003059

distance 0.335 · cross-district

#11 · Raigadcell 4910002811

distance 0.342 · cross-district

#12 · Raigadcell 4910002810

distance 0.344 · cross-district

#13 · Punecell 4900007401

distance 0.346

#14 · Raigadcell 4910003475

distance 0.347 · cross-district

#15 · Raigadcell 4910002809

distance 0.35 · cross-district

#16 · Punecell 4900006664

distance 0.364

#17 · Raigadcell 4910003011

distance 0.365 · cross-district

#18 · Raigadcell 4910002561

distance 0.365 · 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":4900007035}}}'

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.