Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003421

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

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003047

distance 0.243

#2 · Hingolicell 4770001829

distance 0.276

#3 · Parbhanicell 4890004300

distance 0.281 · cross-district

#4 · Akolacell 4670002179

distance 0.284 · cross-district

#5 · Washimcell 4990001177

distance 0.304 · cross-district

#6 · Hingolicell 4770003500

distance 0.312

#7 · Buldhanacell 4720003923

distance 0.314 · cross-district

#8 · Hingolicell 4770003468

distance 0.318

#9 · Hingolicell 4770002188

distance 0.323

#10 · Hingolicell 4770002586

distance 0.324

#11 · Hingolicell 4770003364

distance 0.328

#12 · Amravaticell 4680004594

distance 0.33 · cross-district

#13 · Hingolicell 4770001744

distance 0.335

#14 · Buldhanacell 4720005985

distance 0.336 · cross-district

#15 · Hingolicell 4770000840

distance 0.336

#16 · Dharashivcell 4880004016

distance 0.336 · cross-district

#17 · Hingolicell 4770001828

distance 0.337

#18 · Washimcell 4990000559

distance 0.338 · 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":4770003421}}}'

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.