Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002172

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.431

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002309

distance 0.431

#2 · Chandrapurcell 4730003309

distance 0.483 · cross-district

#3 · Akolacell 4670001776

distance 0.499 · cross-district

#4 · Buldhanacell 4720006298

distance 0.511 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690002095

distance 0.513 · cross-district

#6 · Parbhanicell 4890004054

distance 0.515 · cross-district

#7 · Hingolicell 4770002924

distance 0.53

#8 · Dharashivcell 4880000048

distance 0.538 · cross-district

#9 · Akolacell 4670001842

distance 0.544 · cross-district

#10 · Buldhanacell 4720006460

distance 0.545 · cross-district

#11 · Akolacell 4670003623

distance 0.548 · cross-district

#12 · Solapurcell 4960008052

distance 0.548 · cross-district

#13 · Nashikcell 4870004388

distance 0.548 · cross-district

#14 · Amravaticell 4680004601

distance 0.554 · cross-district

#15 · Nagpurcell 4840005287

distance 0.556 · cross-district

#16 · Nagpurcell 4840004396

distance 0.557 · cross-district

#17 · Akolacell 4670002133

distance 0.558 · cross-district

#18 · Jalgaoncell 4780005741

distance 0.559 · 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":4770002172}}}'

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.