Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009400

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.355

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750011721

distance 0.355 · cross-district

#2 · Jalgaoncell 4780001895

distance 0.394 · cross-district

#3 · Chandrapurcell 4730009458

distance 0.398

#4 · Bhandaracell 4710001573

distance 0.408 · cross-district

#5 · Gondiacell 4760000430

distance 0.418 · cross-district

#6 · Bhandaracell 4710001608

distance 0.424 · cross-district

#7 · Chandrapurcell 4730009399

distance 0.424

#8 · Chandrapurcell 4730009459

distance 0.433

#9 · Gadchirolicell 4750010696

distance 0.442 · cross-district

#10 · Gondiacell 4760000868

distance 0.444 · cross-district

#11 · Gadchirolicell 4750011829

distance 0.444 · cross-district

#12 · Gadchirolicell 4750003325

distance 0.448 · cross-district

#13 · Bhandaracell 4710003622

distance 0.452 · cross-district

#14 · Chandrapurcell 4730009620

distance 0.456

#15 · Dhulecell 4740000156

distance 0.46 · cross-district

#16 · Bhandaracell 4710001465

distance 0.467 · cross-district

#17 · Chandrapurcell 4730008572

distance 0.469

#18 · Bhandaracell 4710001021

distance 0.47 · 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":4730009400}}}'

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.