Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002968

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.318

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005317

distance 0.318 · cross-district

#2 · Parbhanicell 4890005434

distance 0.352 · cross-district

#3 · Hingolicell 4770003126

distance 0.395

#4 · Bhandaracell 4710001642

distance 0.415 · cross-district

#5 · Washimcell 4990000440

distance 0.417 · cross-district

#6 · Sanglicell 4930007033

distance 0.418 · cross-district

#7 · Bhandaracell 4710003453

distance 0.419 · cross-district

#8 · Beedcell 4700004699

distance 0.42 · cross-district

#9 · Nagpurcell 4840007427

distance 0.421 · cross-district

#10 · Sataracell 4940005374

distance 0.424 · cross-district

#11 · Amravaticell 4680001095

distance 0.425 · cross-district

#12 · Gondiacell 4760004000

distance 0.426 · cross-district

#13 · Gondiacell 4760001595

distance 0.43 · cross-district

#14 · Bhandaracell 4710002438

distance 0.434 · cross-district

#15 · Nagpurcell 4840003148

distance 0.444 · cross-district

#16 · Nagpurcell 4840000877

distance 0.444 · cross-district

#17 · Amravaticell 4680001528

distance 0.448 · cross-district

#18 · Bhandaracell 4710001490

distance 0.45 · 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":4770002968}}}'

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.