Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003750

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003834

distance 0.126

#2 · Washimcell 4990001189

distance 0.143 · cross-district

#3 · Washimcell 4990000282

distance 0.168 · cross-district

#4 · Hingolicell 4770003951

distance 0.175

#5 · Amravaticell 4680000899

distance 0.179 · cross-district

#6 · Beedcell 4700006112

distance 0.182 · cross-district

#7 · Hingolicell 4770003592

distance 0.19

#8 · Parbhanicell 4890002736

distance 0.207 · cross-district

#9 · Beedcell 4700007124

distance 0.213 · cross-district

#10 · Hingolicell 4770003883

distance 0.214

#11 · Beedcell 4700006266

distance 0.214 · cross-district

#12 · Parbhanicell 4890002069

distance 0.215 · cross-district

#13 · Parbhanicell 4890004933

distance 0.216 · cross-district

#14 · Hingolicell 4770003817

distance 0.218

#15 · Hingolicell 4770003948

distance 0.22

#16 · Hingolicell 4770003517

distance 0.222

#17 · Amravaticell 4680003009

distance 0.222 · cross-district

#18 · Parbhanicell 4890004379

distance 0.226 · 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":4770003750}}}'

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.