Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003337

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003186

distance 0.137

#2 · Hingolicell 4770003263

distance 0.15

#3 · Hingolicell 4770003174

distance 0.24

#4 · Nagpurcell 4840005700

distance 0.266 · cross-district

#5 · Hingolicell 4770001886

distance 0.273

#6 · Parbhanicell 4890004970

distance 0.295 · cross-district

#7 · Nagpurcell 4840005829

distance 0.3 · cross-district

#8 · Hingolicell 4770002917

distance 0.3

#9 · Hingolicell 4770002754

distance 0.302

#10 · Nagpurcell 4840005959

distance 0.303 · cross-district

#11 · Hingolicell 4770003269

distance 0.304

#12 · Hingolicell 4770003018

distance 0.305

#13 · Parbhanicell 4890005398

distance 0.306 · cross-district

#14 · Buldhanacell 4720007332

distance 0.306 · cross-district

#15 · Nagpurcell 4840004450

distance 0.31 · cross-district

#16 · Hingolicell 4770001840

distance 0.31

#17 · Hingolicell 4770001854

distance 0.314

#18 · Hingolicell 4770003490

distance 0.316

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":4770003337}}}'

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.