Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001215

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 3 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 4770001211

distance 0.139

#2 · Hingolicell 4770001504

distance 0.182

#3 · Hingolicell 4770001099

distance 0.203

#4 · Hingolicell 4770001213

distance 0.209

#5 · Akolacell 4670003600

distance 0.216 · cross-district

#6 · Amravaticell 4680002222

distance 0.217 · cross-district

#7 · Hingolicell 4770001276

distance 0.219

#8 · Amravaticell 4680004394

distance 0.222 · cross-district

#9 · Amravaticell 4680002635

distance 0.223 · cross-district

#10 · Akolacell 4670003481

distance 0.226 · cross-district

#11 · Amravaticell 4680002444

distance 0.23 · cross-district

#12 · Akolacell 4670003483

distance 0.232 · cross-district

#13 · Akolacell 4670003731

distance 0.232 · cross-district

#14 · Akolacell 4670003518

distance 0.232 · cross-district

#15 · Akolacell 4670003522

distance 0.233 · cross-district

#16 · Akolacell 4670003711

distance 0.233 · cross-district

#17 · Amravaticell 4680004300

distance 0.234 · cross-district

#18 · Akolacell 4670003508

distance 0.237 · 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":4770001215}}}'

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.