Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004628

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004727

distance 0.182

#2 · Sanglicell 4930004771

distance 0.274 · cross-district

#3 · Beedcell 4700000096

distance 0.277 · cross-district

#4 · Nagpurcell 4840006725

distance 0.302 · cross-district

#5 · Dharashivcell 4880006023

distance 0.335 · cross-district

#6 · Nagpurcell 4840000983

distance 0.35 · cross-district

#7 · Sanglicell 4930004770

distance 0.363 · cross-district

#8 · Chandrapurcell 4730005745

distance 0.388

#9 · Punecell 4900002665

distance 0.391 · cross-district

#10 · Solapurcell 4960006808

distance 0.396 · cross-district

#11 · Beedcell 4700000014

distance 0.416 · cross-district

#12 · Laturcell 4810002385

distance 0.416 · cross-district

#13 · Wardhacell 4980000754

distance 0.419 · cross-district

#14 · Dhulecell 4740003761

distance 0.42 · cross-district

#15 · Solapurcell 4960006193

distance 0.421 · cross-district

#16 · Sataracell 4940003032

distance 0.439 · cross-district

#17 · Sataracell 4940002699

distance 0.443 · cross-district

#18 · Dharashivcell 4880005861

distance 0.444 · 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":4730004628}}}'

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.