Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003898

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.251

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750008041

distance 0.251 · cross-district

#2 · Hingolicell 4770003897

distance 0.252

#3 · Gadchirolicell 4750008286

distance 0.26 · cross-district

#4 · Gadchirolicell 4750007609

distance 0.261 · cross-district

#5 · Washimcell 4990000687

distance 0.264 · cross-district

#6 · Nashikcell 4870008554

distance 0.268 · cross-district

#7 · Yavatmalcell 5000005007

distance 0.269 · cross-district

#8 · Washimcell 4990000112

distance 0.269 · cross-district

#9 · Yavatmalcell 5000009743

distance 0.27 · cross-district

#10 · Beedcell 4700003819

distance 0.27 · cross-district

#11 · Washimcell 4990003612

distance 0.27 · cross-district

#12 · Amravaticell 4680000143

distance 0.273 · cross-district

#13 · Gadchirolicell 4750007676

distance 0.273 · cross-district

#14 · Chandrapurcell 4730003062

distance 0.273 · cross-district

#15 · Yavatmalcell 5000002368

distance 0.275 · cross-district

#16 · Ahmednagarcell 4660000968

distance 0.276 · cross-district

#17 · Chandrapurcell 4730004024

distance 0.277 · cross-district

#18 · Gadchirolicell 4750005864

distance 0.28 · 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":4770003898}}}'

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.