Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010023

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010122

distance 0.197

#2 · Raigadcell 4910005364

distance 0.264 · cross-district

#3 · Raigadcell 4910005006

distance 0.265 · cross-district

#4 · Punecell 4900011359

distance 0.269

#5 · Raigadcell 4910005714

distance 0.287 · cross-district

#6 · Punecell 4900008104

distance 0.292

#7 · Punecell 4900010302

distance 0.297

#8 · Punecell 4900010121

distance 0.302

#9 · Punecell 4900010213

distance 0.312

#10 · Punecell 4900011219

distance 0.315

#11 · Punecell 4900011144

distance 0.32

#12 · Punecell 4900009619

distance 0.322

#13 · Raigadcell 4910005762

distance 0.323 · cross-district

#14 · Raigadcell 4910004957

distance 0.33 · cross-district

#15 · Punecell 4900010235

distance 0.333

#16 · Raigadcell 4910004856

distance 0.337 · cross-district

#17 · Punecell 4900007781

distance 0.343

#18 · Punecell 4900009922

distance 0.343

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":4900010023}}}'

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.