Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004044

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.288

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001576

distance 0.288

#2 · Jalgaoncell 4780004599

distance 0.335 · cross-district

#3 · Akolacell 4670000215

distance 0.343 · cross-district

#4 · Akolacell 4670004480

distance 0.344 · cross-district

#5 · Akolacell 4670001031

distance 0.345 · cross-district

#6 · Chandrapurcell 4730000792

distance 0.36

#7 · Jalgaoncell 4780003283

distance 0.36 · cross-district

#8 · Ahmednagarcell 4660010761

distance 0.362 · cross-district

#9 · Amravaticell 4680004506

distance 0.363 · cross-district

#10 · Chandrapurcell 4730004889

distance 0.365

#11 · Nandedcell 4850006940

distance 0.367 · cross-district

#12 · Sataracell 4940000531

distance 0.37 · cross-district

#13 · Akolacell 4670004472

distance 0.371 · cross-district

#14 · Chandrapurcell 4730007687

distance 0.379

#15 · Ahmednagarcell 4660010765

distance 0.384 · cross-district

#16 · Chandrapurcell 4730001985

distance 0.385

#17 · Parbhanicell 4890003227

distance 0.386 · cross-district

#18 · Chandrapurcell 4730003613

distance 0.386

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":4730004044}}}'

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.