Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003164

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

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005170

distance 0.138 · cross-district

#2 · Hingolicell 4770002913

distance 0.155

#3 · Hingolicell 4770002763

distance 0.177

#4 · Hingolicell 4770003237

distance 0.192

#5 · Hingolicell 4770003318

distance 0.201

#6 · Jalnacell 4790006643

distance 0.205 · cross-district

#7 · Buldhanacell 4720005490

distance 0.206 · cross-district

#8 · Parbhanicell 4890005197

distance 0.207 · cross-district

#9 · Parbhanicell 4890005054

distance 0.21 · cross-district

#10 · Solapurcell 4960003124

distance 0.213 · cross-district

#11 · Parbhanicell 4890004942

distance 0.213 · cross-district

#12 · Buldhanacell 4720005198

distance 0.216 · cross-district

#13 · Jalnacell 4790002991

distance 0.216 · cross-district

#14 · Buldhanacell 4720006794

distance 0.219 · cross-district

#15 · Solapurcell 4960004239

distance 0.221 · cross-district

#16 · Amravaticell 4680002532

distance 0.222 · cross-district

#17 · Jalnacell 4790001677

distance 0.222 · cross-district

#18 · Buldhanacell 4720005967

distance 0.222 · 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":4770003164}}}'

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.