Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002900

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003136

distance 0.244

#2 · Buldhanacell 4720005635

distance 0.293 · cross-district

#3 · Hingolicell 4770003145

distance 0.302

#4 · Hingolicell 4770002977

distance 0.304

#5 · Gondiacell 4760002368

distance 0.308 · cross-district

#6 · Parbhanicell 4890005412

distance 0.309 · cross-district

#7 · Hingolicell 4770003132

distance 0.311

#8 · Akolacell 4670001542

distance 0.316 · cross-district

#9 · Buldhanacell 4720005209

distance 0.322 · cross-district

#10 · Parbhanicell 4890005461

distance 0.323 · cross-district

#11 · Nagpurcell 4840007621

distance 0.332 · cross-district

#12 · Akolacell 4670001471

distance 0.335 · cross-district

#13 · Parbhanicell 4890005225

distance 0.336 · cross-district

#14 · Nagpurcell 4840003451

distance 0.341 · cross-district

#15 · Hingolicell 4770002903

distance 0.342

#16 · Hingolicell 4770002905

distance 0.345

#17 · Jalnacell 4790006606

distance 0.348 · cross-district

#18 · Nagpurcell 4840008211

distance 0.349 · 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":4770002900}}}'

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.