Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001453

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

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001681

distance 0.135

#2 · Hingolicell 4770001628

distance 0.139

#3 · Hingolicell 4770001509

distance 0.148

#4 · Hingolicell 4770001219

distance 0.168

#5 · Hingolicell 4770001679

distance 0.173

#6 · Parbhanicell 4890004876

distance 0.173 · cross-district

#7 · Hingolicell 4770001627

distance 0.176

#8 · Hingolicell 4770001510

distance 0.18

#9 · Buldhanacell 4720008199

distance 0.183 · cross-district

#10 · Hingolicell 4770001048

distance 0.185

#11 · Hingolicell 4770000930

distance 0.188

#12 · Hingolicell 4770001685

distance 0.188

#13 · Hingolicell 4770001626

distance 0.188

#14 · Parbhanicell 4890005056

distance 0.189 · cross-district

#15 · Parbhanicell 4890004829

distance 0.189 · cross-district

#16 · Hingolicell 4770000987

distance 0.19

#17 · Hingolicell 4770002554

distance 0.19

#18 · Hingolicell 4770003115

distance 0.192

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":4770001453}}}'

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.