Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002535

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680005863

distance 0.23 · cross-district

#2 · Jalgaoncell 4780004048

distance 0.259 · cross-district

#3 · Washimcell 4990001121

distance 0.266 · cross-district

#4 · Parbhanicell 4890005139

distance 0.283 · cross-district

#5 · Chandrapurcell 4730000970

distance 0.299 · cross-district

#6 · Yavatmalcell 5000002359

distance 0.305 · cross-district

#7 · Jalgaoncell 4780005763

distance 0.308 · cross-district

#8 · Gondiacell 4760002977

distance 0.31 · cross-district

#9 · Chandrapurcell 4730001656

distance 0.318 · cross-district

#10 · Nagpurcell 4840001831

distance 0.318 · cross-district

#11 · Jalgaoncell 4780004501

distance 0.319 · cross-district

#12 · Akolacell 4670001719

distance 0.321 · cross-district

#13 · Akolacell 4670002837

distance 0.323 · cross-district

#14 · Nagpurcell 4840006612

distance 0.323 · cross-district

#15 · Parbhanicell 4890002368

distance 0.323 · cross-district

#16 · Nagpurcell 4840003421

distance 0.324 · cross-district

#17 · Hingolicell 4770003728

distance 0.327

#18 · Bhandaracell 4710001330

distance 0.328 · 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":4770002535}}}'

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.