Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001729

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001778

distance 0.09

#2 · Hingolicell 4770001779

distance 0.119

#3 · Nandedcell 4850007842

distance 0.119 · cross-district

#4 · Nandedcell 4850007335

distance 0.12 · cross-district

#5 · Hingolicell 4770001723

distance 0.138

#6 · Nandedcell 4850007401

distance 0.138 · cross-district

#7 · Yavatmalcell 5000002130

distance 0.143 · cross-district

#8 · Hingolicell 4770001782

distance 0.146

#9 · Nandedcell 4850007906

distance 0.153 · cross-district

#10 · Nandedcell 4850007468

distance 0.154 · cross-district

#11 · Yavatmalcell 5000002136

distance 0.156 · cross-district

#12 · Yavatmalcell 5000001025

distance 0.164 · cross-district

#13 · Yavatmalcell 5000001393

distance 0.164 · cross-district

#14 · Yavatmalcell 5000001398

distance 0.164 · cross-district

#15 · Hingolicell 4770000573

distance 0.165

#16 · Hingolicell 4770001770

distance 0.165

#17 · Nandedcell 4850007467

distance 0.165 · cross-district

#18 · Hingolicell 4770001422

distance 0.165

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":4770001729}}}'

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.