Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003971

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

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003912

distance 0.079

#2 · Hingolicell 4770003959

distance 0.106

#3 · Washimcell 4990001426

distance 0.123 · cross-district

#4 · Hingolicell 4770003995

distance 0.124

#5 · Hingolicell 4770003911

distance 0.124

#6 · Hingolicell 4770003880

distance 0.124

#7 · Hingolicell 4770003941

distance 0.135

#8 · Washimcell 4990000339

distance 0.136 · cross-district

#9 · Hingolicell 4770003879

distance 0.137

#10 · Washimcell 4990000596

distance 0.14 · cross-district

#11 · Washimcell 4990001943

distance 0.142 · cross-district

#12 · Washimcell 4990001287

distance 0.143 · cross-district

#13 · Hingolicell 4770004009

distance 0.147

#14 · Hingolicell 4770003916

distance 0.151

#15 · Washimcell 4990000668

distance 0.155 · cross-district

#16 · Amravaticell 4680001302

distance 0.155 · cross-district

#17 · Washimcell 4990001388

distance 0.159 · cross-district

#18 · Washimcell 4990001427

distance 0.162 · 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":4770003971}}}'

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.