Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003822

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.053

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000144

distance 0.053 · cross-district

#2 · Washimcell 4990001127

distance 0.054 · cross-district

#3 · Washimcell 4990000358

distance 0.086 · cross-district

#4 · Washimcell 4990000419

distance 0.088 · cross-district

#5 · Washimcell 4990000298

distance 0.089 · cross-district

#6 · Washimcell 4990000420

distance 0.093 · cross-district

#7 · Washimcell 4990001129

distance 0.102 · cross-district

#8 · Washimcell 4990001228

distance 0.103 · cross-district

#9 · Washimcell 4990000297

distance 0.105 · cross-district

#10 · Washimcell 4990000299

distance 0.105 · cross-district

#11 · Hingolicell 4770003774

distance 0.107

#12 · Washimcell 4990001036

distance 0.107 · cross-district

#13 · Washimcell 4990000143

distance 0.107 · cross-district

#14 · Yavatmalcell 5000003940

distance 0.109 · cross-district

#15 · Washimcell 4990003423

distance 0.113 · cross-district

#16 · Washimcell 4990003771

distance 0.115 · cross-district

#17 · Washimcell 4990003837

distance 0.118 · cross-district

#18 · Washimcell 4990003601

distance 0.118 · 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":4770003822}}}'

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.