Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002341

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004772

distance 0.246 · cross-district

#2 · Jalnacell 4790006607

distance 0.262 · cross-district

#3 · Jalnacell 4790006619

distance 0.268 · cross-district

#4 · Amravaticell 4680009712

distance 0.276 · cross-district

#5 · Nagpurcell 4840007840

distance 0.28 · cross-district

#6 · Buldhanacell 4720004596

distance 0.28 · cross-district

#7 · Parbhanicell 4890004635

distance 0.285 · cross-district

#8 · Jalnacell 4790005633

distance 0.286 · cross-district

#9 · Parbhanicell 4890005267

distance 0.288 · cross-district

#10 · Buldhanacell 4720007154

distance 0.289 · cross-district

#11 · Amravaticell 4680008852

distance 0.29 · cross-district

#12 · Parbhanicell 4890005234

distance 0.291 · cross-district

#13 · Jalnacell 4790006577

distance 0.292 · cross-district

#14 · Nagpurcell 4840005561

distance 0.295 · cross-district

#15 · Amravaticell 4680008946

distance 0.3 · cross-district

#16 · Nagpurcell 4840007104

distance 0.301 · cross-district

#17 · Hingolicell 4770002152

distance 0.304

#18 · Jalnacell 4790006636

distance 0.305 · 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":4770002341}}}'

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.