Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001121

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

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008892

distance 0.242 · cross-district

#2 · Hingolicell 4770003625

distance 0.263

#3 · Nandedcell 4850008325

distance 0.268 · cross-district

#4 · Nandedcell 4850006900

distance 0.278 · cross-district

#5 · Hingolicell 4770001887

distance 0.28

#6 · Hingolicell 4770001949

distance 0.291

#7 · Hingolicell 4770003569

distance 0.297

#8 · Washimcell 4990000255

distance 0.302 · cross-district

#9 · Hingolicell 4770003731

distance 0.304

#10 · Parbhanicell 4890002368

distance 0.308 · cross-district

#11 · Washimcell 4990001419

distance 0.31 · cross-district

#12 · Washimcell 4990001121

distance 0.315 · cross-district

#13 · Beedcell 4700008466

distance 0.317 · cross-district

#14 · Yavatmalcell 5000002621

distance 0.318 · cross-district

#15 · Yavatmalcell 5000000781

distance 0.318 · cross-district

#16 · Jalgaoncell 4780005602

distance 0.318 · cross-district

#17 · Nandedcell 4850000782

distance 0.319 · cross-district

#18 · Yavatmalcell 5000001885

distance 0.32 · 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":4770001121}}}'

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.