Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002651

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002714

distance 0.264

#2 · Hingolicell 4770003430

distance 0.265

#3 · Buldhanacell 4720003693

distance 0.267 · cross-district

#4 · Hingolicell 4770001816

distance 0.277

#5 · Hingolicell 4770002659

distance 0.281

#6 · Akolacell 4670004331

distance 0.284 · cross-district

#7 · Hingolicell 4770000193

distance 0.284

#8 · Hingolicell 4770003031

distance 0.285

#9 · Hingolicell 4770001568

distance 0.286

#10 · Buldhanacell 4720004072

distance 0.292 · cross-district

#11 · Buldhanacell 4720003773

distance 0.293 · cross-district

#12 · Buldhanacell 4720008069

distance 0.295 · cross-district

#13 · Hingolicell 4770000641

distance 0.296

#14 · Chandrapurcell 4730002282

distance 0.297 · cross-district

#15 · Hingolicell 4770000809

distance 0.298

#16 · Amravaticell 4680002540

distance 0.299 · cross-district

#17 · Hingolicell 4770002843

distance 0.3

#18 · Parbhanicell 4890004095

distance 0.301 · 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":4770002651}}}'

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.