Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002894

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003050

distance 0.203

#2 · Jalnacell 4790001254

distance 0.235 · cross-district

#3 · Beedcell 4700003279

distance 0.236 · cross-district

#4 · Dharashivcell 4880000947

distance 0.239 · cross-district

#5 · Yavatmalcell 5000001878

distance 0.254 · cross-district

#6 · Parbhanicell 4890005447

distance 0.266 · cross-district

#7 · Washimcell 4990001190

distance 0.272 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000788

distance 0.285 · cross-district

#9 · Hingolicell 4770001732

distance 0.29

#10 · Dharashivcell 4880006015

distance 0.291 · cross-district

#11 · Parbhanicell 4890005446

distance 0.291 · cross-district

#12 · Beedcell 4700007536

distance 0.291 · cross-district

#13 · Amravaticell 4680007387

distance 0.292 · cross-district

#14 · Beedcell 4700007541

distance 0.302 · cross-district

#15 · Beedcell 4700008893

distance 0.304 · cross-district

#16 · Beedcell 4700004233

distance 0.306 · cross-district

#17 · Jalnacell 4790000082

distance 0.308 · cross-district

#18 · Jalnacell 4790000423

distance 0.315 · 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":4770002894}}}'

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.