Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001331

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

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002977

distance 0.313

#2 · Hingolicell 4770001390

distance 0.315

#3 · Bhandaracell 4710001287

distance 0.318 · cross-district

#4 · Hingolicell 4770002899

distance 0.341

#5 · Jalgaoncell 4780007254

distance 0.347 · cross-district

#6 · Amravaticell 4680000305

distance 0.367 · cross-district

#7 · Jalgaoncell 4780005121

distance 0.368 · cross-district

#8 · Akolacell 4670001069

distance 0.374 · cross-district

#9 · Amravaticell 4680003283

distance 0.376 · cross-district

#10 · Sataracell 4940002018

distance 0.378 · cross-district

#11 · Hingolicell 4770001563

distance 0.381

#12 · Amravaticell 4680001631

distance 0.385 · cross-district

#13 · Jalgaoncell 4780006666

distance 0.394 · cross-district

#14 · Nandedcell 4850006888

distance 0.394 · cross-district

#15 · Bhandaracell 4710001297

distance 0.395 · cross-district

#16 · Dharashivcell 4880000740

distance 0.395 · cross-district

#17 · Beedcell 4700005991

distance 0.398 · cross-district

#18 · Jalgaoncell 4780006669

distance 0.398 · 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":4770001331}}}'

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.