Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004093

The MH-36 locality cells most similar to this Chandrapur 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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.394

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002459

distance 0.394 · cross-district

#2 · Akolacell 4670004198

distance 0.401 · cross-district

#3 · Wardhacell 4980004683

distance 0.414 · cross-district

#4 · Sanglicell 4930005977

distance 0.432 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690002379

distance 0.436 · cross-district

#6 · Wardhacell 4980003225

distance 0.438 · cross-district

#7 · Beedcell 4700005698

distance 0.441 · cross-district

#8 · Wardhacell 4980000881

distance 0.443 · cross-district

#9 · Ahmednagarcell 4660012911

distance 0.451 · cross-district

#10 · Buldhanacell 4720005610

distance 0.457 · cross-district

#11 · Buldhanacell 4720005827

distance 0.459 · cross-district

#12 · Yavatmalcell 5000009765

distance 0.461 · cross-district

#13 · Parbhanicell 4890004169

distance 0.475 · cross-district

#14 · Jalgaoncell 4780008589

distance 0.481 · cross-district

#15 · Amravaticell 4680001308

distance 0.483 · cross-district

#16 · Ahmednagarcell 4660003980

distance 0.484 · cross-district

#17 · Wardhacell 4980002640

distance 0.49 · cross-district

#18 · Solapurcell 4960004757

distance 0.495 · 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":473,"cluster_id":4730004093}}}'

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.