Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002909

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

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002907

distance 0.193

#2 · Hingolicell 4770002611

distance 0.208

#3 · Hingolicell 4770003446

distance 0.235

#4 · Amravaticell 4680007394

distance 0.237 · cross-district

#5 · Amravaticell 4680002536

distance 0.239 · cross-district

#6 · Jalgaoncell 4780001743

distance 0.244 · cross-district

#7 · Buldhanacell 4720005659

distance 0.244 · cross-district

#8 · Parbhanicell 4890005417

distance 0.248 · cross-district

#9 · Parbhanicell 4890005050

distance 0.25 · cross-district

#10 · Parbhanicell 4890004945

distance 0.251 · cross-district

#11 · Hingolicell 4770002826

distance 0.257

#12 · Buldhanacell 4720005140

distance 0.267 · cross-district

#13 · Jalgaoncell 4780005228

distance 0.269 · cross-district

#14 · Hingolicell 4770002133

distance 0.273

#15 · Jalgaoncell 4780002060

distance 0.274 · cross-district

#16 · Sanglicell 4930006967

distance 0.274 · cross-district

#17 · Nagpurcell 4840004574

distance 0.277 · cross-district

#18 · Buldhanacell 4720007945

distance 0.28 · 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":4770002909}}}'

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.