Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013196

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013362

distance 0.221

#2 · Punecell 4900013375

distance 0.251

#3 · Punecell 4900012923

distance 0.277

#4 · Punecell 4900013338

distance 0.299

#5 · Punecell 4900013374

distance 0.317

#6 · Punecell 4900012528

distance 0.335

#7 · Solapurcell 4960004225

distance 0.367 · cross-district

#8 · Solapurcell 4960002406

distance 0.38 · cross-district

#9 · Punecell 4900007720

distance 0.396

#10 · Solapurcell 4960002842

distance 0.4 · cross-district

#11 · Solapurcell 4960002413

distance 0.406 · cross-district

#12 · Solapurcell 4960001294

distance 0.408 · cross-district

#13 · Parbhanicell 4890005139

distance 0.409 · cross-district

#14 · Punecell 4900006019

distance 0.417

#15 · Punecell 4900012798

distance 0.418

#16 · Amravaticell 4680005863

distance 0.42 · cross-district

#17 · Jalnacell 4790004042

distance 0.421 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004077

distance 0.422 · 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":4900013196}}}'

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.