Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002828

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

0.339

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840007428

distance 0.339 · cross-district

#2 · Hingolicell 4770002827

distance 0.34

#3 · Solapurcell 4960004477

distance 0.345 · cross-district

#4 · Ahmednagarcell 4660002432

distance 0.347 · cross-district

#5 · Hingolicell 4770001677

distance 0.358

#6 · Parbhanicell 4890005419

distance 0.359 · cross-district

#7 · Hingolicell 4770001732

distance 0.364

#8 · Beedcell 4700003623

distance 0.376 · cross-district

#9 · Parbhanicell 4890005318

distance 0.386 · cross-district

#10 · Parbhanicell 4890005348

distance 0.391 · cross-district

#11 · Dhulecell 4740004936

distance 0.399 · cross-district

#12 · Parbhanicell 4890005320

distance 0.399 · cross-district

#13 · Dharashivcell 4880005941

distance 0.402 · cross-district

#14 · Sanglicell 4930007033

distance 0.403 · cross-district

#15 · Parbhanicell 4890005319

distance 0.405 · cross-district

#16 · Sataracell 4940007635

distance 0.41 · cross-district

#17 · Parbhanicell 4890005447

distance 0.412 · cross-district

#18 · Hingolicell 4770002748

distance 0.413

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":4770002828}}}'

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.