Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002843

The MH-36 locality cells most similar to this Sangli 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.423

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670002074

distance 0.423 · cross-district

#2 · Nashikcell 4870011427

distance 0.44 · cross-district

#3 · Amravaticell 4680002480

distance 0.453 · cross-district

#4 · Kolhapurcell 4800004275

distance 0.489 · cross-district

#5 · Ahmednagarcell 4660005580

distance 0.492 · cross-district

#6 · Akolacell 4670004276

distance 0.497 · cross-district

#7 · Amravaticell 4680002784

distance 0.509 · cross-district

#8 · Nashikcell 4870010974

distance 0.509 · cross-district

#9 · Solapurcell 4960005206

distance 0.515 · cross-district

#10 · Nagpurcell 4840004490

distance 0.523 · cross-district

#11 · Amravaticell 4680002787

distance 0.524 · cross-district

#12 · Jalgaoncell 4780005337

distance 0.526 · cross-district

#13 · Beedcell 4700003290

distance 0.528 · cross-district

#14 · Yavatmalcell 5000005815

distance 0.531 · cross-district

#15 · Nashikcell 4870002413

distance 0.536 · cross-district

#16 · Solapurcell 4960004603

distance 0.536 · cross-district

#17 · Beedcell 4700005549

distance 0.538 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002991

distance 0.542 · 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":493,"cluster_id":4930002843}}}'

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.