Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001963

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.376

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005017

distance 0.376 · cross-district

#2 · Hingolicell 4770001788

distance 0.381

#3 · Hingolicell 4770001902

distance 0.391

#4 · Hingolicell 4770001789

distance 0.397

#5 · Hingolicell 4770001842

distance 0.399

#6 · Nagpurcell 4840005828

distance 0.427 · cross-district

#7 · Hingolicell 4770001785

distance 0.428

#8 · Hingolicell 4770001784

distance 0.433

#9 · Hingolicell 4770002890

distance 0.433

#10 · Hingolicell 4770001898

distance 0.434

#11 · Hingolicell 4770002753

distance 0.435

#12 · Hingolicell 4770002671

distance 0.439

#13 · Hingolicell 4770002601

distance 0.444

#14 · Sataracell 4940005054

distance 0.444 · cross-district

#15 · Sataracell 4940005318

distance 0.445 · cross-district

#16 · Nagpurcell 4840004574

distance 0.448 · cross-district

#17 · Hingolicell 4770002736

distance 0.449

#18 · Sataracell 4940004800

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":4770001963}}}'

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.