Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003709

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000462

distance 0.143 · cross-district

#2 · Washimcell 4990001401

distance 0.154 · cross-district

#3 · Washimcell 4990001188

distance 0.162 · cross-district

#4 · Washimcell 4990000398

distance 0.164 · cross-district

#5 · Hingolicell 4770003602

distance 0.167

#6 · Dharashivcell 4880004528

distance 0.171 · cross-district

#7 · Washimcell 4990000829

distance 0.178 · cross-district

#8 · Beedcell 4700000454

distance 0.18 · cross-district

#9 · Hingolicell 4770003532

distance 0.185

#10 · Beedcell 4700000524

distance 0.193 · cross-district

#11 · Washimcell 4990000628

distance 0.193 · cross-district

#12 · Yavatmalcell 5000005040

distance 0.193 · cross-district

#13 · Washimcell 4990001684

distance 0.195 · cross-district

#14 · Nashikcell 4870008548

distance 0.198 · cross-district

#15 · Beedcell 4700000545

distance 0.199 · cross-district

#16 · Yavatmalcell 5000004296

distance 0.2 · cross-district

#17 · Beedcell 4700002377

distance 0.2 · cross-district

#18 · Washimcell 4990004177

distance 0.201 · 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":4770003709}}}'

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.