Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003541

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

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003601

distance 0.099

#2 · Hingolicell 4770001888

distance 0.104

#3 · Hingolicell 4770001892

distance 0.11

#4 · Hingolicell 4770003664

distance 0.122

#5 · Washimcell 4990002783

distance 0.128 · cross-district

#6 · Washimcell 4990000838

distance 0.128 · cross-district

#7 · Hingolicell 4770001766

distance 0.128

#8 · Hingolicell 4770004015

distance 0.129

#9 · Hingolicell 4770003761

distance 0.132

#10 · Hingolicell 4770003713

distance 0.134

#11 · Washimcell 4990001668

distance 0.135 · cross-district

#12 · Hingolicell 4770001542

distance 0.135

#13 · Hingolicell 4770003956

distance 0.136

#14 · Washimcell 4990002235

distance 0.136 · cross-district

#15 · Washimcell 4990000914

distance 0.137 · cross-district

#16 · Washimcell 4990001772

distance 0.139 · cross-district

#17 · Washimcell 4990002799

distance 0.141 · cross-district

#18 · Washimcell 4990000911

distance 0.141 · 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":4770003541}}}'

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.