Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005638

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.4

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005770

distance 0.4

#2 · Chandrapurcell 4730004919

distance 0.406

#3 · Dharashivcell 4880003419

distance 0.408 · cross-district

#4 · Laturcell 4810006084

distance 0.41 · cross-district

#5 · Buldhanacell 4720002525

distance 0.418 · cross-district

#6 · Gadchirolicell 4750000181

distance 0.427 · cross-district

#7 · Gadchirolicell 4750000336

distance 0.441 · cross-district

#8 · Buldhanacell 4720001418

distance 0.442 · cross-district

#9 · Nagpurcell 4840008554

distance 0.448 · cross-district

#10 · Chandrapurcell 4730005401

distance 0.46

#11 · Chandrapurcell 4730005013

distance 0.466

#12 · Gadchirolicell 4750000622

distance 0.479 · cross-district

#13 · Nagpurcell 4840007960

distance 0.48 · cross-district

#14 · Gadchirolicell 4750000108

distance 0.481 · cross-district

#15 · Nandurbarcell 4860004926

distance 0.491 · cross-district

#16 · Sanglicell 4930004631

distance 0.503 · cross-district

#17 · Gadchirolicell 4750000381

distance 0.506 · cross-district

#18 · Gadchirolicell 4750000547

distance 0.508 · 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":4730005638}}}'

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.