Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003377

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

0.316

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004605

distance 0.316

#2 · Raigadcell 4910001741

distance 0.317 · cross-district

#3 · Punecell 4900005298

distance 0.32

#4 · Punecell 4900007529

distance 0.333

#5 · Punecell 4900002223

distance 0.337

#6 · Punecell 4900002668

distance 0.338

#7 · Punecell 4900003644

distance 0.341

#8 · Punecell 4900003112

distance 0.344

#9 · Raigadcell 4910001008

distance 0.349 · cross-district

#10 · Punecell 4900002967

distance 0.363

#11 · Raigadcell 4910001807

distance 0.363 · cross-district

#12 · Punecell 4900003240

distance 0.366

#13 · Punecell 4900003775

distance 0.366

#14 · Punecell 4900007302

distance 0.368

#15 · Punecell 4900004741

distance 0.369

#16 · Punecell 4900003630

distance 0.369

#17 · Punecell 4900003773

distance 0.373

#18 · Punecell 4900002963

distance 0.375

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":4900003377}}}'

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.