Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003059

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.329

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001785

distance 0.329

#2 · Parbhanicell 4890004927

distance 0.411 · cross-district

#3 · Sataracell 4940001461

distance 0.415 · cross-district

#4 · Sataracell 4940001539

distance 0.419 · cross-district

#5 · Sataracell 4940002135

distance 0.42 · cross-district

#6 · Sataracell 4940002136

distance 0.424 · cross-district

#7 · Kolhapurcell 4800006492

distance 0.427 · cross-district

#8 · Nagpurcell 4840001246

distance 0.429 · cross-district

#9 · Sataracell 4940001625

distance 0.449 · cross-district

#10 · Sataracell 4940003257

distance 0.45 · cross-district

#11 · Sataracell 4940003603

distance 0.452 · cross-district

#12 · Buldhanacell 4720002462

distance 0.453 · cross-district

#13 · Parbhanicell 4890005318

distance 0.453 · cross-district

#14 · Buldhanacell 4720001474

distance 0.46 · cross-district

#15 · Sataracell 4940002356

distance 0.463 · cross-district

#16 · Jalnacell 4790001346

distance 0.468 · cross-district

#17 · Hingolicell 4770002901

distance 0.475

#18 · Parbhanicell 4890005433

distance 0.478 · 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":4770003059}}}'

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.