Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005019

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.044

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005115

distance 0.044

#2 · Chandrapurcell 4730006745

distance 0.089

#3 · Chandrapurcell 4730005018

distance 0.092

#4 · Chandrapurcell 4730004923

distance 0.094

#5 · Chandrapurcell 4730004829

distance 0.094

#6 · Chandrapurcell 4730004922

distance 0.096

#7 · Chandrapurcell 4730005016

distance 0.096

#8 · Chandrapurcell 4730004831

distance 0.097

#9 · Chandrapurcell 4730005113

distance 0.098

#10 · Chandrapurcell 4730004921

distance 0.098

#11 · Chandrapurcell 4730005017

distance 0.099

#12 · Chandrapurcell 4730006314

distance 0.099

#13 · Chandrapurcell 4730004926

distance 0.105

#14 · Chandrapurcell 4730004828

distance 0.105

#15 · Chandrapurcell 4730006879

distance 0.106

#16 · Chandrapurcell 4730006631

distance 0.106

#17 · Chandrapurcell 4730005309

distance 0.107

#18 · Chandrapurcell 4730005022

distance 0.107

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":4730005019}}}'

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.