Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002946

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 4 distinct districts

Index confidence

0.92

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 4770003048

distance 0.329

#2 · Hingolicell 4770002772

distance 0.33

#3 · Hingolicell 4770002535

distance 0.335

#4 · Hingolicell 4770003102

distance 0.338

#5 · Parbhanicell 4890005139

distance 0.348 · cross-district

#6 · Hingolicell 4770003083

distance 0.349

#7 · Hingolicell 4770002645

distance 0.358

#8 · Hingolicell 4770002568

distance 0.36

#9 · Hingolicell 4770003401

distance 0.365

#10 · Hingolicell 4770003407

distance 0.367

#11 · Amravaticell 4680005863

distance 0.368 · cross-district

#12 · Hingolicell 4770003167

distance 0.374

#13 · Hingolicell 4770002647

distance 0.374

#14 · Hingolicell 4770002792

distance 0.376

#15 · Gondiacell 4760002980

distance 0.377 · cross-district

#16 · Hingolicell 4770001979

distance 0.377

#17 · Hingolicell 4770002514

distance 0.384

#18 · Hingolicell 4770001844

distance 0.385

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":4770002946}}}'

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.