Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001564

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.389

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001227

distance 0.389

#2 · Parbhanicell 4890001788

distance 0.4 · cross-district

#3 · Sataracell 4940002227

distance 0.411 · cross-district

#4 · Hingolicell 4770003058

distance 0.412

#5 · Hingolicell 4770002900

distance 0.453

#6 · Buldhanacell 4720005209

distance 0.466 · cross-district

#7 · Hingolicell 4770003132

distance 0.478

#8 · Nandedcell 4850003862

distance 0.478 · cross-district

#9 · Beedcell 4700001065

distance 0.482 · cross-district

#10 · Laturcell 4810005046

distance 0.49 · cross-district

#11 · Laturcell 4810001653

distance 0.492 · cross-district

#12 · Parbhanicell 4890005412

distance 0.496 · cross-district

#13 · Laturcell 4810005226

distance 0.498 · cross-district

#14 · Akolacell 4670002124

distance 0.505 · cross-district

#15 · Hingolicell 4770003136

distance 0.505

#16 · Yavatmalcell 5000010753

distance 0.506 · cross-district

#17 · Parbhanicell 4890001711

distance 0.51 · cross-district

#18 · Hingolicell 4770001563

distance 0.511

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":4770001564}}}'

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.