Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002276

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

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002211

distance 0.11

#2 · Parbhanicell 4890005050

distance 0.158 · cross-district

#3 · Parbhanicell 4890004922

distance 0.16 · cross-district

#4 · Parbhanicell 4890005347

distance 0.165 · cross-district

#5 · Hingolicell 4770002825

distance 0.169

#6 · Hingolicell 4770003446

distance 0.171

#7 · Wardhacell 4980005171

distance 0.195 · cross-district

#8 · Hingolicell 4770002275

distance 0.202

#9 · Jalnacell 4790006653

distance 0.204 · cross-district

#10 · Buldhanacell 4720005853

distance 0.207 · cross-district

#11 · Hingolicell 4770002965

distance 0.208

#12 · Parbhanicell 4890005208

distance 0.215 · cross-district

#13 · Jalnacell 4790002902

distance 0.216 · cross-district

#14 · Parbhanicell 4890004923

distance 0.217 · cross-district

#15 · Hingolicell 4770002611

distance 0.22

#16 · Hingolicell 4770002887

distance 0.221

#17 · Parbhanicell 4890005241

distance 0.224 · cross-district

#18 · Parbhanicell 4890005059

distance 0.224 · 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":4770002276}}}'

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.