Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002034

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780004865

distance 0.22 · cross-district

#2 · Jalgaoncell 4780004982

distance 0.226 · cross-district

#3 · Bhandaracell 4710001573

distance 0.256 · cross-district

#4 · Chandrapurcell 4730002590

distance 0.26

#5 · Jalgaoncell 4780006209

distance 0.261 · cross-district

#6 · Jalgaoncell 4780005244

distance 0.262 · cross-district

#7 · Jalgaoncell 4780006056

distance 0.265 · cross-district

#8 · Bhandaracell 4710001970

distance 0.27 · cross-district

#9 · Chandrapurcell 4730002251

distance 0.274

#10 · Jalgaoncell 4780006377

distance 0.275 · cross-district

#11 · Jalgaoncell 4780006065

distance 0.276 · cross-district

#12 · Solapurcell 4960011018

distance 0.283 · cross-district

#13 · Akolacell 4670003127

distance 0.285 · cross-district

#14 · Amravaticell 4680003130

distance 0.285 · cross-district

#15 · Amravaticell 4680000546

distance 0.289 · cross-district

#16 · Jalgaoncell 4780004071

distance 0.291 · cross-district

#17 · Amravaticell 4680001133

distance 0.293 · cross-district

#18 · Jalgaoncell 4780006069

distance 0.294 · 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":4730002034}}}'

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.