Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005933

The MH-36 locality cells most similar to this Dharashiv 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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.32

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003103

distance 0.32 · cross-district

#2 · Beedcell 4700001474

distance 0.373 · cross-district

#3 · Akolacell 4670001915

distance 0.382 · cross-district

#4 · Nagpurcell 4840003100

distance 0.385 · cross-district

#5 · Nashikcell 4870011803

distance 0.387 · cross-district

#6 · Wardhacell 4980000809

distance 0.389 · cross-district

#7 · Chandrapurcell 4730003116

distance 0.392 · cross-district

#8 · Nagpurcell 4840004389

distance 0.394 · cross-district

#9 · Wardhacell 4980002484

distance 0.398 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003502

distance 0.399 · cross-district

#11 · Chandrapurcell 4730001460

distance 0.401 · cross-district

#12 · Chandrapurcell 4730007226

distance 0.401 · cross-district

#13 · Chandrapurcell 4730004323

distance 0.401 · cross-district

#14 · Nagpurcell 4840003099

distance 0.405 · cross-district

#15 · Nagpurcell 4840005339

distance 0.406 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690006660

distance 0.408 · cross-district

#17 · Buldhanacell 4720003417

distance 0.41 · cross-district

#18 · Buldhanacell 4720005755

distance 0.413 · 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":488,"cluster_id":4880005933}}}'

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.