Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001842

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 6 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.299

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001785

distance 0.299

#2 · Hingolicell 4770001963

distance 0.399

#3 · Parbhanicell 4890004927

distance 0.473 · cross-district

#4 · Beedcell 4700004798

distance 0.479 · cross-district

#5 · Hingolicell 4770003059

distance 0.486

#6 · Parbhanicell 4890004972

distance 0.501 · cross-district

#7 · Nandedcell 4850002129

distance 0.517 · cross-district

#8 · Nagpurcell 4840008608

distance 0.524 · cross-district

#9 · Nagpurcell 4840004448

distance 0.532 · cross-district

#10 · Hingolicell 4770001784

distance 0.544

#11 · Parbhanicell 4890005017

distance 0.547 · cross-district

#12 · Nagpurcell 4840008627

distance 0.547 · cross-district

#13 · Beedcell 4700003297

distance 0.548 · cross-district

#14 · Nagpurcell 4840001248

distance 0.558 · cross-district

#15 · Hingolicell 4770001841

distance 0.559

#16 · Hingolicell 4770001788

distance 0.559

#17 · Bhandaracell 4710003599

distance 0.56 · cross-district

#18 · Nagpurcell 4840004574

distance 0.562 · 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":4770001842}}}'

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.