Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002824

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002902

distance 0.092

#2 · Hingolicell 4770002751

distance 0.146

#3 · Hingolicell 4770001901

distance 0.292

#4 · Yavatmalcell 5000011509

distance 0.382 · cross-district

#5 · Parbhanicell 4890005420

distance 0.393 · cross-district

#6 · Wardhacell 4980004050

distance 0.41 · cross-district

#7 · Hingolicell 4770001786

distance 0.426

#8 · Laturcell 4810003190

distance 0.445 · cross-district

#9 · Laturcell 4810005311

distance 0.483 · cross-district

#10 · Mumbai Suburbancell 4830000156

distance 0.495 · cross-district

#11 · Buldhanacell 4720001192

distance 0.506 · cross-district

#12 · Gondiacell 4760000539

distance 0.515 · cross-district

#13 · Buldhanacell 4720001250

distance 0.515 · cross-district

#14 · Nagpurcell 4840001121

distance 0.518 · cross-district

#15 · Buldhanacell 4720005718

distance 0.523 · cross-district

#16 · Parbhanicell 4890004441

distance 0.529 · cross-district

#17 · Buldhanacell 4720001249

distance 0.536 · cross-district

#18 · Jalnacell 4790001494

distance 0.537 · 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":4770002824}}}'

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.