Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001045

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.3

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005869

distance 0.3 · cross-district

#2 · Solapurcell 4960003831

distance 0.301 · cross-district

#3 · Hingolicell 4770003293

distance 0.308

#4 · Hingolicell 4770002278

distance 0.317

#5 · Ahmednagarcell 4660012948

distance 0.317 · cross-district

#6 · Jalnacell 4790002004

distance 0.326 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690005301

distance 0.327 · cross-district

#8 · Parbhanicell 4890001420

distance 0.329 · cross-district

#9 · Hingolicell 4770000861

distance 0.332

#10 · Nashikcell 4870005428

distance 0.337 · cross-district

#11 · Akolacell 4670001227

distance 0.344 · cross-district

#12 · Chandrapurcell 4730000139

distance 0.348 · cross-district

#13 · Dharashivcell 4880000332

distance 0.348 · cross-district

#14 · Beedcell 4700009035

distance 0.349 · cross-district

#15 · Parbhanicell 4890005290

distance 0.349 · cross-district

#16 · Ahmednagarcell 4660013337

distance 0.351 · cross-district

#17 · Buldhanacell 4720004980

distance 0.353 · cross-district

#18 · Solapurcell 4960000512

distance 0.354 · 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":4770001045}}}'

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.