Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001787

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 6 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.344

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001843

distance 0.344

#2 · Sataracell 4940003604

distance 0.39 · cross-district

#3 · Hingolicell 4770002608

distance 0.398

#4 · Sataracell 4940001540

distance 0.409 · cross-district

#5 · Nandurbarcell 4860005051

distance 0.428 · cross-district

#6 · Nagpurcell 4840007806

distance 0.429 · cross-district

#7 · Sataracell 4940003838

distance 0.434 · cross-district

#8 · Hingolicell 4770001785

distance 0.449

#9 · Sataracell 4940001458

distance 0.449 · cross-district

#10 · Sataracell 4940002471

distance 0.45 · cross-district

#11 · Sataracell 4940002810

distance 0.458 · cross-district

#12 · Kolhapurcell 4800006496

distance 0.475 · cross-district

#13 · Nagpurcell 4840007526

distance 0.481 · cross-district

#14 · Sataracell 4940002699

distance 0.491 · cross-district

#15 · Parbhanicell 4890005324

distance 0.522 · cross-district

#16 · Sataracell 4940003605

distance 0.534 · cross-district

#17 · Nagpurcell 4840006725

distance 0.537 · cross-district

#18 · Kolhapurcell 4800006451

distance 0.544 · 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":4770001787}}}'

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.