Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005580

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.444

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980002220

distance 0.444 · cross-district

#2 · Nagpurcell 4840007396

distance 0.448 · cross-district

#3 · Nagpurcell 4840007001

distance 0.457 · cross-district

#4 · Jalgaoncell 4780004598

distance 0.502 · cross-district

#5 · Jalgaoncell 4780003345

distance 0.504 · cross-district

#6 · Nandurbarcell 4860002851

distance 0.506 · cross-district

#7 · Akolacell 4670000440

distance 0.508 · cross-district

#8 · Dhulecell 4740005477

distance 0.51 · cross-district

#9 · Buldhanacell 4720006621

distance 0.513 · cross-district

#10 · Bhandaracell 4710002815

distance 0.514 · cross-district

#11 · Amravaticell 4680008707

distance 0.514 · cross-district

#12 · Wardhacell 4980001953

distance 0.524 · cross-district

#13 · Parbhanicell 4890004245

distance 0.525 · cross-district

#14 · Wardhacell 4980002813

distance 0.527 · cross-district

#15 · Wardhacell 4980002509

distance 0.527 · cross-district

#16 · Wardhacell 4980000042

distance 0.528 · cross-district

#17 · Akolacell 4670003680

distance 0.529 · cross-district

#18 · Jalgaoncell 4780008264

distance 0.53 · 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":4730005580}}}'

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.