Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003156

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.043

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003238

distance 0.043

#2 · Hingolicell 4770002615

distance 0.047

#3 · Parbhanicell 4890004993

distance 0.052 · cross-district

#4 · Hingolicell 4770002837

distance 0.053

#5 · Parbhanicell 4890005085

distance 0.055 · cross-district

#6 · Hingolicell 4770002921

distance 0.056

#7 · Hingolicell 4770003313

distance 0.061

#8 · Hingolicell 4770002838

distance 0.061

#9 · Hingolicell 4770003456

distance 0.063

#10 · Hingolicell 4770003158

distance 0.067

#11 · Hingolicell 4770003387

distance 0.068

#12 · Hingolicell 4770002614

distance 0.069

#13 · Hingolicell 4770002994

distance 0.07

#14 · Hingolicell 4770003457

distance 0.073

#15 · Hingolicell 4770003160

distance 0.073

#16 · Hingolicell 4770003157

distance 0.076

#17 · Hingolicell 4770003383

distance 0.077

#18 · Hingolicell 4770002920

distance 0.077

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":4770003156}}}'

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.