Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003976

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

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001573

distance 0.117 · cross-district

#2 · Washimcell 4990002812

distance 0.132 · cross-district

#3 · Washimcell 4990001774

distance 0.142 · cross-district

#4 · Dharashivcell 4880000419

distance 0.143 · cross-district

#5 · Washimcell 4990000465

distance 0.152 · cross-district

#6 · Washimcell 4990001936

distance 0.155 · cross-district

#7 · Beedcell 4700007524

distance 0.162 · cross-district

#8 · Washimcell 4990001484

distance 0.164 · cross-district

#9 · Washimcell 4990000461

distance 0.17 · cross-district

#10 · Washimcell 4990000829

distance 0.173 · cross-district

#11 · Beedcell 4700006420

distance 0.177 · cross-district

#12 · Washimcell 4990002721

distance 0.18 · cross-district

#13 · Washimcell 4990002847

distance 0.182 · cross-district

#14 · Beedcell 4700000453

distance 0.183 · cross-district

#15 · Washimcell 4990001773

distance 0.183 · cross-district

#16 · Washimcell 4990001193

distance 0.184 · cross-district

#17 · Hingolicell 4770000191

distance 0.185

#18 · Washimcell 4990004103

distance 0.185 · 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":4770003976}}}'

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.