Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002954

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002955

distance 0.197

#2 · Chhatrapati Sambhajinagarcell 4690000648

distance 0.249 · cross-district

#3 · Kolhapurcell 4800003471

distance 0.255 · cross-district

#4 · Ahmednagarcell 4660004657

distance 0.258 · cross-district

#5 · Punecell 4900000081

distance 0.263

#6 · Punecell 4900002657

distance 0.265

#7 · Punecell 4900001742

distance 0.283

#8 · Kolhapurcell 4800003530

distance 0.29 · cross-district

#9 · Nandedcell 4850004691

distance 0.291 · cross-district

#10 · Punecell 4900001745

distance 0.292

#11 · Punecell 4900000295

distance 0.294

#12 · Laturcell 4810004165

distance 0.294 · cross-district

#13 · Kolhapurcell 4800003591

distance 0.295 · cross-district

#14 · Solapurcell 4960009462

distance 0.299 · cross-district

#15 · Punecell 4900006041

distance 0.3

#16 · Punecell 4900005931

distance 0.303

#17 · Ahmednagarcell 4660004741

distance 0.303 · cross-district

#18 · Punecell 4900000559

distance 0.306

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":4900002954}}}'

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.