Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001491

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 13 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001096

distance 0.238

#2 · Punecell 4900001627

distance 0.278

#3 · Laturcell 4810005382

distance 0.328 · cross-district

#4 · Solapurcell 4960009845

distance 0.332 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690005669

distance 0.336 · cross-district

#6 · Solapurcell 4960005965

distance 0.347 · cross-district

#7 · Laturcell 4810002914

distance 0.364 · cross-district

#8 · Akolacell 4670000463

distance 0.369 · cross-district

#9 · Wardhacell 4980005173

distance 0.385 · cross-district

#10 · Amravaticell 4680001000

distance 0.39 · cross-district

#11 · Washimcell 4990000762

distance 0.395 · cross-district

#12 · Akolacell 4670001333

distance 0.396 · cross-district

#13 · Punecell 4900000973

distance 0.396

#14 · Dhulecell 4740000968

distance 0.401 · cross-district

#15 · Ahmednagarcell 4660007778

distance 0.404 · cross-district

#16 · Yavatmalcell 5000011562

distance 0.407 · cross-district

#17 · Dharashivcell 4880004087

distance 0.413 · cross-district

#18 · Beedcell 4700006696

distance 0.42 · 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":4900001491}}}'

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.