Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003245

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005051

distance 0.134 · cross-district

#2 · Hingolicell 4770002347

distance 0.173

#3 · Parbhanicell 4890004713

distance 0.178 · cross-district

#4 · Buldhanacell 4720007758

distance 0.199 · cross-district

#5 · Amravaticell 4680003234

distance 0.201 · cross-district

#6 · Buldhanacell 4720007868

distance 0.206 · cross-district

#7 · Buldhanacell 4720005786

distance 0.209 · cross-district

#8 · Parbhanicell 4890004635

distance 0.211 · cross-district

#9 · Hingolicell 4770002688

distance 0.213

#10 · Amravaticell 4680003640

distance 0.214 · cross-district

#11 · Buldhanacell 4720007578

distance 0.215 · cross-district

#12 · Washimcell 4990000005

distance 0.217 · cross-district

#13 · Jalnacell 4790006636

distance 0.217 · cross-district

#14 · Parbhanicell 4890004672

distance 0.218 · cross-district

#15 · Buldhanacell 4720005385

distance 0.218 · cross-district

#16 · Buldhanacell 4720008105

distance 0.221 · cross-district

#17 · Amravaticell 4680004110

distance 0.223 · cross-district

#18 · Nagpurcell 4840006892

distance 0.225 · 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":4770003245}}}'

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.