Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002831

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.289

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960001796

distance 0.289 · cross-district

#2 · Parbhanicell 4890004969

distance 0.3 · cross-district

#3 · Hingolicell 4770003440

distance 0.304

#4 · Hingolicell 4770002826

distance 0.306

#5 · Solapurcell 4960010347

distance 0.306 · cross-district

#6 · Parbhanicell 4890005050

distance 0.308 · cross-district

#7 · Jalnacell 4790002585

distance 0.317 · cross-district

#8 · Akolacell 4670000229

distance 0.318 · cross-district

#9 · Parbhanicell 4890005471

distance 0.324 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690006328

distance 0.333 · cross-district

#11 · Jalnacell 4790006506

distance 0.333 · cross-district

#12 · Sanglicell 4930006852

distance 0.34 · cross-district

#13 · Beedcell 4700006006

distance 0.344 · cross-district

#14 · Hingolicell 4770003446

distance 0.344

#15 · Yavatmalcell 5000007549

distance 0.344 · cross-district

#16 · Buldhanacell 4720002696

distance 0.346 · cross-district

#17 · Punecell 4900008542

distance 0.346 · cross-district

#18 · Nagpurcell 4840005828

distance 0.347 · 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":4770002831}}}'

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.