Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003186

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003337

distance 0.137

#2 · Nagpurcell 4840005700

distance 0.234 · cross-district

#3 · Hingolicell 4770003263

distance 0.266

#4 · Buldhanacell 4720008024

distance 0.279 · cross-district

#5 · Hingolicell 4770003174

distance 0.289

#6 · Nagpurcell 4840004810

distance 0.291 · cross-district

#7 · Parbhanicell 4890005397

distance 0.293 · cross-district

#8 · Nagpurcell 4840005959

distance 0.295 · cross-district

#9 · Hingolicell 4770002917

distance 0.302

#10 · Parbhanicell 4890005375

distance 0.305 · cross-district

#11 · Hingolicell 4770002371

distance 0.31

#12 · Solapurcell 4960010837

distance 0.311 · cross-district

#13 · Hingolicell 4770003269

distance 0.315

#14 · Nagpurcell 4840005829

distance 0.315 · cross-district

#15 · Parbhanicell 4890005398

distance 0.315 · cross-district

#16 · Nagpurcell 4840003548

distance 0.319 · cross-district

#17 · Hingolicell 4770001905

distance 0.32

#18 · Hingolicell 4770001521

distance 0.323

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":4770003186}}}'

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.