Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003857

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 10 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750003073

distance 0.263 · cross-district

#2 · Amravaticell 4680000272

distance 0.265 · cross-district

#3 · Washimcell 4990001360

distance 0.275 · cross-district

#4 · Jalgaoncell 4780006236

distance 0.277 · cross-district

#5 · Washimcell 4990002317

distance 0.279 · cross-district

#6 · Yavatmalcell 5000002743

distance 0.279 · cross-district

#7 · Chandrapurcell 4730000959

distance 0.291 · cross-district

#8 · Amravaticell 4680000794

distance 0.291 · cross-district

#9 · Jalgaoncell 4780005938

distance 0.292 · cross-district

#10 · Washimcell 4990002265

distance 0.295 · cross-district

#11 · Washimcell 4990003568

distance 0.295 · cross-district

#12 · Washimcell 4990002082

distance 0.297 · cross-district

#13 · Hingolicell 4770003678

distance 0.297

#14 · Yavatmalcell 5000002026

distance 0.298 · cross-district

#15 · Akolacell 4670000865

distance 0.303 · cross-district

#16 · Washimcell 4990001633

distance 0.306 · cross-district

#17 · Dharashivcell 4880000610

distance 0.308 · cross-district

#18 · Ahmednagarcell 4660010936

distance 0.31 · 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":4770003857}}}'

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.