Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003216

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.043

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003217

distance 0.043

#2 · Hingolicell 4770003215

distance 0.113

#3 · Buldhanacell 4720004888

distance 0.136 · cross-district

#4 · Hingolicell 4770003053

distance 0.148

#5 · Jalnacell 4790003507

distance 0.169 · cross-district

#6 · Buldhanacell 4720005638

distance 0.173 · cross-district

#7 · Hingolicell 4770003138

distance 0.178

#8 · Beedcell 4700006948

distance 0.179 · cross-district

#9 · Jalgaoncell 4780005960

distance 0.179 · cross-district

#10 · Akolacell 4670000428

distance 0.18 · cross-district

#11 · Amravaticell 4680001019

distance 0.184 · cross-district

#12 · Amravaticell 4680001524

distance 0.185 · cross-district

#13 · Parbhanicell 4890005459

distance 0.186 · cross-district

#14 · Parbhanicell 4890005145

distance 0.187 · cross-district

#15 · Nagpurcell 4840001441

distance 0.188 · cross-district

#16 · Buldhanacell 4720000019

distance 0.19 · cross-district

#17 · Nandedcell 4850009055

distance 0.191 · cross-district

#18 · Buldhanacell 4720007114

distance 0.191 · 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":4770003216}}}'

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.