Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001211

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001215

distance 0.139

#2 · Amravaticell 4680004394

distance 0.164 · cross-district

#3 · Hingolicell 4770001504

distance 0.178

#4 · Akolacell 4670003600

distance 0.185 · cross-district

#5 · Akolacell 4670003483

distance 0.187 · cross-district

#6 · Amravaticell 4680004300

distance 0.19 · cross-district

#7 · Akolacell 4670003481

distance 0.195 · cross-district

#8 · Hingolicell 4770001099

distance 0.195

#9 · Amravaticell 4680002222

distance 0.197 · cross-district

#10 · Buldhanacell 4720006155

distance 0.2 · cross-district

#11 · Akolacell 4670003707

distance 0.201 · cross-district

#12 · Amravaticell 4680002635

distance 0.201 · cross-district

#13 · Akolacell 4670003518

distance 0.204 · cross-district

#14 · Akolacell 4670003522

distance 0.207 · cross-district

#15 · Amravaticell 4680003370

distance 0.208 · cross-district

#16 · Akolacell 4670003711

distance 0.208 · cross-district

#17 · Akolacell 4670002767

distance 0.212 · cross-district

#18 · Akolacell 4670004042

distance 0.214 · 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":4770001211}}}'

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.