Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001844

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 11 distinct districts

Index confidence

0.92

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 · Yavatmalcell 5000002359

distance 0.316 · cross-district

#2 · Solapurcell 4960002982

distance 0.346 · cross-district

#3 · Gondiacell 4760002659

distance 0.355 · cross-district

#4 · Sataracell 4940002959

distance 0.365 · cross-district

#5 · Buldhanacell 4720007214

distance 0.367 · cross-district

#6 · Buldhanacell 4720007784

distance 0.368 · cross-district

#7 · Amravaticell 4680005863

distance 0.375 · cross-district

#8 · Parbhanicell 4890004960

distance 0.375 · cross-district

#9 · Sataracell 4940005150

distance 0.383 · cross-district

#10 · Sataracell 4940004689

distance 0.384 · cross-district

#11 · Hingolicell 4770002946

distance 0.385

#12 · Akolacell 4670001679

distance 0.385 · cross-district

#13 · Punecell 4900012528

distance 0.386 · cross-district

#14 · Sataracell 4940003760

distance 0.39 · cross-district

#15 · Hingolicell 4770002535

distance 0.392

#16 · Sataracell 4940003452

distance 0.395 · cross-district

#17 · Nagpurcell 4840005051

distance 0.395 · cross-district

#18 · Parbhanicell 4890005139

distance 0.396 · 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":4770001844}}}'

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.