Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001390

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000851

distance 0.257

#2 · Hingolicell 4770001038

distance 0.296

#3 · Hingolicell 4770001618

distance 0.296

#4 · Nagpurcell 4840007327

distance 0.314 · cross-district

#5 · Hingolicell 4770003220

distance 0.314

#6 · Hingolicell 4770001331

distance 0.315

#7 · Sataracell 4940001916

distance 0.325 · cross-district

#8 · Akolacell 4670004615

distance 0.327 · cross-district

#9 · Yavatmalcell 5000004995

distance 0.331 · cross-district

#10 · Chandrapurcell 4730004146

distance 0.331 · cross-district

#11 · Hingolicell 4770001213

distance 0.336

#12 · Hingolicell 4770001734

distance 0.34

#13 · Jalgaoncell 4780007537

distance 0.342 · cross-district

#14 · Amravaticell 4680001803

distance 0.343 · cross-district

#15 · Chandrapurcell 4730002253

distance 0.346 · cross-district

#16 · Amravaticell 4680001829

distance 0.347 · cross-district

#17 · Jalgaoncell 4780006815

distance 0.348 · cross-district

#18 · Yavatmalcell 5000002759

distance 0.349 · 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":4770001390}}}'

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.