Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003046

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.275

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680002685

distance 0.275 · cross-district

#2 · Jalgaoncell 4780005468

distance 0.28 · cross-district

#3 · Chandrapurcell 4730002575

distance 0.305

#4 · Amravaticell 4680002786

distance 0.338 · cross-district

#5 · Akolacell 4670002156

distance 0.352 · cross-district

#6 · Akolacell 4670001843

distance 0.358 · cross-district

#7 · Nagpurcell 4840003295

distance 0.372 · cross-district

#8 · Parbhanicell 4890002848

distance 0.389 · cross-district

#9 · Nagpurcell 4840003483

distance 0.405 · cross-district

#10 · Wardhacell 4980002771

distance 0.406 · cross-district

#11 · Yavatmalcell 5000009658

distance 0.406 · cross-district

#12 · Parbhanicell 4890002931

distance 0.413 · cross-district

#13 · Jalgaoncell 4780001793

distance 0.416 · cross-district

#14 · Akolacell 4670002152

distance 0.424 · cross-district

#15 · Wardhacell 4980002560

distance 0.434 · cross-district

#16 · Laturcell 4810003367

distance 0.436 · cross-district

#17 · Chandrapurcell 4730003250

distance 0.439

#18 · Nagpurcell 4840003293

distance 0.443 · 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":4730003046}}}'

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.