Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007136

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.355

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000007

distance 0.355

#2 · Chhatrapati Sambhajinagarcell 4690000005

distance 0.374 · cross-district

#3 · Laturcell 4810003155

distance 0.377 · cross-district

#4 · Jalgaoncell 4780001539

distance 0.442 · cross-district

#5 · Jalgaoncell 4780005612

distance 0.474 · cross-district

#6 · Jalgaoncell 4780005890

distance 0.483 · cross-district

#7 · Solapurcell 4960010128

distance 0.485 · cross-district

#8 · Punecell 4900003900

distance 0.488

#9 · Akolacell 4670002210

distance 0.494 · cross-district

#10 · Laturcell 4810003154

distance 0.495 · cross-district

#11 · Buldhanacell 4720007168

distance 0.497 · cross-district

#12 · Wardhacell 4980000772

distance 0.498 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003801

distance 0.499 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690005174

distance 0.501 · cross-district

#15 · Nashikcell 4870010292

distance 0.504 · cross-district

#16 · Hingolicell 4770000554

distance 0.508 · cross-district

#17 · Buldhanacell 4720006437

distance 0.508 · cross-district

#18 · Kolhapurcell 4800003869

distance 0.511 · 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":4900007136}}}'

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.