Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000168

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.286

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004539

distance 0.286 · cross-district

#2 · Yavatmalcell 5000006135

distance 0.291 · cross-district

#3 · Laturcell 4810004528

distance 0.305 · cross-district

#4 · Amravaticell 4680003886

distance 0.316 · cross-district

#5 · Laturcell 4810004720

distance 0.324 · cross-district

#6 · Laturcell 4810002835

distance 0.325 · cross-district

#7 · Laturcell 4810003322

distance 0.328 · cross-district

#8 · Beedcell 4700008217

distance 0.329 · cross-district

#9 · Nandedcell 4850005850

distance 0.333 · cross-district

#10 · Jalnacell 4790004052

distance 0.338 · cross-district

#11 · Laturcell 4810005888

distance 0.338 · cross-district

#12 · Nandedcell 4850003429

distance 0.343 · cross-district

#13 · Dharashivcell 4880000143

distance 0.344 · cross-district

#14 · Nandedcell 4850004599

distance 0.348 · cross-district

#15 · Dhulecell 4740000241

distance 0.349 · cross-district

#16 · Beedcell 4700007822

distance 0.349 · cross-district

#17 · Dharashivcell 4880001412

distance 0.35 · cross-district

#18 · Beedcell 4700000894

distance 0.35 · 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":4770000168}}}'

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.