Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003558

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001224

distance 0.091 · cross-district

#2 · Washimcell 4990000347

distance 0.125 · cross-district

#3 · Hingolicell 4770003994

distance 0.128

#4 · Hingolicell 4770003993

distance 0.135

#5 · Hingolicell 4770003611

distance 0.147

#6 · Washimcell 4990000780

distance 0.152 · cross-district

#7 · Washimcell 4990003352

distance 0.153 · cross-district

#8 · Washimcell 4990002963

distance 0.162 · cross-district

#9 · Washimcell 4990003832

distance 0.164 · cross-district

#10 · Washimcell 4990003484

distance 0.166 · cross-district

#11 · Washimcell 4990003595

distance 0.167 · cross-district

#12 · Yavatmalcell 5000003941

distance 0.17 · cross-district

#13 · Washimcell 4990004185

distance 0.172 · cross-district

#14 · Buldhanacell 4720004149

distance 0.173 · cross-district

#15 · Washimcell 4990004209

distance 0.173 · cross-district

#16 · Yavatmalcell 5000004833

distance 0.173 · cross-district

#17 · Washimcell 4990002132

distance 0.175 · cross-district

#18 · Washimcell 4990003884

distance 0.176 · 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":4770003558}}}'

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.