Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012891

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870000720

distance 0.281 · cross-district

#2 · Punecell 4900012620

distance 0.334

#3 · Solapurcell 4960008261

distance 0.344 · cross-district

#4 · Punecell 4900012892

distance 0.35

#5 · Ahmednagarcell 4660007134

distance 0.354 · cross-district

#6 · Nashikcell 4870004512

distance 0.362 · cross-district

#7 · Nashikcell 4870000564

distance 0.378 · cross-district

#8 · Punecell 4900012691

distance 0.384

#9 · Punecell 4900000146

distance 0.39

#10 · Punecell 4900012693

distance 0.391

#11 · Sataracell 4940008485

distance 0.403 · cross-district

#12 · Punecell 4900006745

distance 0.403

#13 · Punecell 4900000396

distance 0.415

#14 · Punecell 4900004024

distance 0.417

#15 · Punecell 4900004279

distance 0.42

#16 · Punecell 4900000398

distance 0.422

#17 · Punecell 4900009483

distance 0.424

#18 · Punecell 4900004821

distance 0.428

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":4900012891}}}'

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.