Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000887

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000773

distance 0.117

#2 · Yavatmalcell 5000002127

distance 0.134 · cross-district

#3 · Yavatmalcell 5000002371

distance 0.135 · cross-district

#4 · Hingolicell 4770000878

distance 0.141

#5 · Hingolicell 4770001007

distance 0.145

#6 · Nandedcell 4850006586

distance 0.155 · cross-district

#7 · Hingolicell 4770000522

distance 0.155

#8 · Washimcell 4990001046

distance 0.161 · cross-district

#9 · Washimcell 4990000871

distance 0.164 · cross-district

#10 · Yavatmalcell 5000001893

distance 0.165 · cross-district

#11 · Hingolicell 4770001059

distance 0.167

#12 · Nandedcell 4850006736

distance 0.167 · cross-district

#13 · Yavatmalcell 5000001488

distance 0.168 · cross-district

#14 · Amravaticell 4680010408

distance 0.168 · cross-district

#15 · Yavatmalcell 5000002370

distance 0.168 · cross-district

#16 · Yavatmalcell 5000003234

distance 0.168 · cross-district

#17 · Yavatmalcell 5000004331

distance 0.169 · cross-district

#18 · Chandrapurcell 4730000631

distance 0.169 · 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":4770000887}}}'

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.