Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003936

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003901

distance 0.109

#2 · Washimcell 4990001025

distance 0.131 · cross-district

#3 · Washimcell 4990000116

distance 0.139 · cross-district

#4 · Washimcell 4990000693

distance 0.144 · cross-district

#5 · Washimcell 4990000536

distance 0.145 · cross-district

#6 · Dharashivcell 4880005390

distance 0.153 · cross-district

#7 · Washimcell 4990000510

distance 0.156 · cross-district

#8 · Hingolicell 4770003622

distance 0.157

#9 · Hingolicell 4770003800

distance 0.158

#10 · Dharashivcell 4880005841

distance 0.159 · cross-district

#11 · Dharashivcell 4880005389

distance 0.159 · cross-district

#12 · Dharashivcell 4880005099

distance 0.16 · cross-district

#13 · Washimcell 4990000561

distance 0.161 · cross-district

#14 · Hingolicell 4770002334

distance 0.163

#15 · Washimcell 4990003552

distance 0.163 · cross-district

#16 · Washimcell 4990000562

distance 0.164 · cross-district

#17 · Dharashivcell 4880005570

distance 0.164 · cross-district

#18 · Dharashivcell 4880005748

distance 0.165 · 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":4770003936}}}'

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.