Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006142

The MH-36 locality cells most similar to this Chandrapur 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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.331

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003784

distance 0.331 · cross-district

#2 · Nagpurcell 4840004101

distance 0.374 · cross-district

#3 · Chandrapurcell 4730007608

distance 0.379

#4 · Nagpurcell 4840006780

distance 0.396 · cross-district

#5 · Nagpurcell 4840002695

distance 0.446 · cross-district

#6 · Yavatmalcell 5000005491

distance 0.448 · cross-district

#7 · Nagpurcell 4840003691

distance 0.449 · cross-district

#8 · Nagpurcell 4840002605

distance 0.45 · cross-district

#9 · Nagpurcell 4840004201

distance 0.453 · cross-district

#10 · Wardhacell 4980000804

distance 0.461 · cross-district

#11 · Nashikcell 4870006785

distance 0.482 · cross-district

#12 · Nagpurcell 4840003687

distance 0.486 · cross-district

#13 · Nagpurcell 4840003697

distance 0.488 · cross-district

#14 · Chandrapurcell 4730009266

distance 0.49

#15 · Chandrapurcell 4730001929

distance 0.493

#16 · Chandrapurcell 4730005690

distance 0.499

#17 · Nagpurcell 4840001767

distance 0.5 · cross-district

#18 · Nagpurcell 4840003782

distance 0.501 · 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":473,"cluster_id":4730006142}}}'

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.