Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004987

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.299

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960009488

distance 0.299 · cross-district

#2 · Ahmednagarcell 4660004236

distance 0.3 · cross-district

#3 · Buldhanacell 4720006221

distance 0.307 · cross-district

#4 · Punecell 4900001716

distance 0.307

#5 · Punecell 4900000962

distance 0.338

#6 · Ahmednagarcell 4660005918

distance 0.349 · cross-district

#7 · Solapurcell 4960009489

distance 0.35 · cross-district

#8 · Amravaticell 4680005880

distance 0.351 · cross-district

#9 · Punecell 4900004990

distance 0.352

#10 · Ahmednagarcell 4660003981

distance 0.358 · cross-district

#11 · Punecell 4900005804

distance 0.36

#12 · Akolacell 4670002264

distance 0.363 · cross-district

#13 · Punecell 4900000768

distance 0.363

#14 · Nashikcell 4870010715

distance 0.368 · cross-district

#15 · Solapurcell 4960007887

distance 0.368 · cross-district

#16 · Parbhanicell 4890004114

distance 0.369 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003317

distance 0.371 · cross-district

#18 · Punecell 4900000694

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":4900004987}}}'

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.