Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001096

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

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001491

distance 0.238

#2 · Solapurcell 4960009845

distance 0.261 · cross-district

#3 · Punecell 4900000973

distance 0.342

#4 · Punecell 4900001627

distance 0.356

#5 · Punecell 4900001359

distance 0.371

#6 · Punecell 4900001101

distance 0.396

#7 · Dhulecell 4740003732

distance 0.402 · cross-district

#8 · Nashikcell 4870000967

distance 0.404 · cross-district

#9 · Solapurcell 4960009844

distance 0.406 · cross-district

#10 · Akolacell 4670000463

distance 0.423 · cross-district

#11 · Sataracell 4940005281

distance 0.454 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690005669

distance 0.465 · cross-district

#13 · Amravaticell 4680001000

distance 0.476 · cross-district

#14 · Gadchirolicell 4750000294

distance 0.477 · cross-district

#15 · Sanglicell 4930002809

distance 0.478 · cross-district

#16 · Solapurcell 4960009933

distance 0.479 · cross-district

#17 · Jalgaoncell 4780007884

distance 0.485 · cross-district

#18 · Dhulecell 4740005625

distance 0.485 · 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":4900001096}}}'

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.