Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001345

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.316

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720003417

distance 0.316 · cross-district

#2 · Buldhanacell 4720008070

distance 0.357 · cross-district

#3 · Parbhanicell 4890004284

distance 0.378 · cross-district

#4 · Buldhanacell 4720005826

distance 0.384 · cross-district

#5 · Buldhanacell 4720008007

distance 0.395 · cross-district

#6 · Buldhanacell 4720006798

distance 0.397 · cross-district

#7 · Nandedcell 4850007851

distance 0.399 · cross-district

#8 · Buldhanacell 4720006767

distance 0.401 · cross-district

#9 · Jalnacell 4790000298

distance 0.403 · cross-district

#10 · Buldhanacell 4720005755

distance 0.405 · cross-district

#11 · Nandedcell 4850006603

distance 0.427 · cross-district

#12 · Sataracell 4940001240

distance 0.433 · cross-district

#13 · Gondiacell 4760003474

distance 0.438 · cross-district

#14 · Akolacell 4670003623

distance 0.439 · cross-district

#15 · Beedcell 4700001325

distance 0.442 · cross-district

#16 · Sanglicell 4930003538

distance 0.445 · cross-district

#17 · Buldhanacell 4720007570

distance 0.448 · cross-district

#18 · Chandrapurcell 4730004293

distance 0.459 · 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":4770001345}}}'

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.