Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002905

The MH-36 locality cells most similar to this Hingoli 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001389

distance 0.293

#2 · Hingolicell 4770003145

distance 0.305

#3 · Akolacell 4670003573

distance 0.309 · cross-district

#4 · Amravaticell 4680002639

distance 0.31 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690008668

distance 0.323 · cross-district

#6 · Hingolicell 4770002082

distance 0.328

#7 · Chhatrapati Sambhajinagarcell 4690005330

distance 0.328 · cross-district

#8 · Akolacell 4670003648

distance 0.335 · cross-district

#9 · Sanglicell 4930006905

distance 0.337 · cross-district

#10 · Akolacell 4670000368

distance 0.344 · cross-district

#11 · Hingolicell 4770002900

distance 0.345

#12 · Hingolicell 4770002904

distance 0.35

#13 · Hingolicell 4770003056

distance 0.352

#14 · Hingolicell 4770003298

distance 0.352

#15 · Sataracell 4940003245

distance 0.354 · cross-district

#16 · Washimcell 4990000892

distance 0.354 · cross-district

#17 · Akolacell 4670001611

distance 0.355 · cross-district

#18 · Amravaticell 4680008662

distance 0.356 · 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":477,"cluster_id":4770002905}}}'

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.