Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003316

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.364

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940004860

distance 0.364 · cross-district

#2 · Punecell 4900001157

distance 0.369

#3 · Solapurcell 4960008142

distance 0.384 · cross-district

#4 · Kolhapurcell 4800005317

distance 0.41 · cross-district

#5 · Parbhanicell 4890001780

distance 0.43 · cross-district

#6 · Punecell 4900006159

distance 0.432

#7 · Jalgaoncell 4780009300

distance 0.435 · cross-district

#8 · Nandedcell 4850002655

distance 0.436 · cross-district

#9 · Sataracell 4940008639

distance 0.437 · cross-district

#10 · Buldhanacell 4720007834

distance 0.445 · cross-district

#11 · Punecell 4900005648

distance 0.448

#12 · Chhatrapati Sambhajinagarcell 4690001886

distance 0.448 · cross-district

#13 · Ahmednagarcell 4660012600

distance 0.452 · cross-district

#14 · Sataracell 4940006795

distance 0.458 · cross-district

#15 · Nashikcell 4870001117

distance 0.47 · cross-district

#16 · Sataracell 4940006921

distance 0.473 · cross-district

#17 · Sataracell 4940006920

distance 0.476 · cross-district

#18 · Washimcell 4990003858

distance 0.478 · 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":4900003316}}}'

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.